{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f4156961-d3c8-4faf-8df2-ca7276f182e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "var openDigger = require('../src/open_digger');"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "73416250-b9b2-40df-a45c-d34cd8b69862",
   "metadata": {},
   "source": [
    "# COSS\n",
    "\n",
    "This is a notebook for commercial open source companies."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ed47c9f4-4d11-40ed-9816-2fffc84cc2c9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 10 repos and 73 orgs for COSS in OpenDigger.\n"
     ]
    }
   ],
   "source": [
    "var cossData = openDigger.label.getGitHubData([':companies/coss']);\n",
    "console.log(`There are ${cossData.githubRepos.length} repos and ${cossData.githubOrgs.length} orgs for COSS in OpenDigger.`);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "933cbee3-f18c-4b9f-b9b2-1e2e42d6a76d",
   "metadata": {},
   "source": [
    "## Activity for global COSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4d9c87e5-e9fc-40d8-8c1b-5daac0d02441",
   "metadata": {},
   "outputs": [
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       "layout": {
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        "title": {
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"
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.activity.getRepoActivity({\n",
    "    labelUnion: [':companies/coss'],\n",
    "    startYear: 2015,\n",
    "    endYear: 2021,\n",
    "    startMonth: 1,\n",
    "    endMonth: 12,\n",
    "    groupTimeRange: 'year',\n",
    "    groupBy: 'Company',\n",
    "    limit: -1,\n",
    "    order: 'DESC',\n",
    "}).then(data => {\n",
    "    openDigger.render.plotly(data.map(row => {\n",
    "        return {\n",
    "            x: [2015, 2016, 2017, 2018, 2019, 2020, 2021],\n",
    "            y: row.activity,\n",
    "            name: row.name\n",
    "        };\n",
    "    }), {title: 'COSS activity 2015-2021'});\n",
    "});"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01653183-6a26-4fd1-ac45-49d4f3bf6e5a",
   "metadata": {},
   "source": [
    "## OpenRank for global COSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b42ba616-ed50-48d5-ad58-ae3ba827b704",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "Elastic",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          12235.03,
          18095.91,
          18413.26,
          20088.8,
          26350.19,
          30584.63,
          30256.75
         ]
        },
        {
         "name": "HashiCorp",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          6789.89,
          11444.88,
          14285.24,
          17620.36,
          21885.36,
          27663.61,
          30236.69
         ]
        },
        {
         "name": "Mozilla",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          10337.27,
          15999.97,
          19220.24,
          20466.73,
          25277.01,
          23837.77,
          20194.93
         ]
        },
        {
         "name": "Docker",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          14087.55,
          20770.14,
          21479.41,
          16795.52,
          14822.24,
          15587.39,
          13466.77
         ]
        },
        {
         "name": "Odoo",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          3327.87,
          3717.21,
          3954.49,
          5455.48,
          7783.67,
          11562.9,
          12758.39
         ]
        },
        {
         "name": "Adobe",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          1774.47,
          6541.93,
          8752.14,
          10932.3,
          13838.41,
          13642.02,
          9711.87
         ]
        },
        {
         "name": "Magento",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          1774.47,
          6541.93,
          8752.14,
          10932.3,
          13838.41,
          13642.02,
          9711.87
         ]
        },
        {
         "name": "PingCAP",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          135.77,
          755.36,
          1930.68,
          3586.41,
          6212.87,
          8072.21,
          9348.61
         ]
        },
        {
         "name": "JetBrains",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          2277.15,
          2533.39,
          3726.57,
          5276.07,
          5903.61,
          7972.91,
          9076.55
         ]
        },
        {
         "name": "Cloudbees",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          5749.1,
          8165.57,
          9621.19,
          9910.69,
          10517.45,
          11573.27,
          8992.96
         ]
        },
        {
         "name": "WordPress",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          489.14,
          678.51,
          2469.06,
          7329.63,
          8614.72,
          8130.97,
          8824.18
         ]
        },
        {
         "name": "Databricks",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          4504.5,
          7319.24,
          7235.32,
          7105.21,
          7694.04,
          7976.72,
          6979.16
         ]
        },
        {
         "name": "Mapbox",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          3625.69,
          6537.69,
          8358.49,
          9827.24,
          8389.93,
          6980.47,
          5815.25
         ]
        },
        {
         "name": "MongoDB",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          1248.96,
          1573.88,
          1492.07,
          1992.32,
          2457.65,
          3371.03,
          4282.75
         ]
        },
        {
         "name": "Puppet Labs",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          3921.68,
          5030.1,
          4834.72,
          4774,
          4866.43,
          4907.96,
          3957.57
         ]
        },
        {
         "name": "Postman",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          1113.78,
          1989.11,
          3163.26,
          4453.29,
          4768.52,
          4645.16,
          3450.88
         ]
        },
        {
         "name": "Rapid7",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          2003.93,
          2366.24,
          2946.73,
          3231.94,
          3148.84,
          3700.09,
          3430.85
         ]
        },
        {
         "name": "Redis Labs",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          1377.45,
          1282.56,
          1228.26,
          1515.93,
          1453.95,
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"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelUnion: [':companies/coss'],\n",
    "    startYear: 2015,\n",
    "    endYear: 2021,\n",
    "    startMonth: 1,\n",
    "    endMonth: 12,\n",
    "    groupTimeRange: 'year',\n",
    "    groupBy: 'Company',\n",
    "    limit: -1,\n",
    "    order: 'DESC',\n",
    "}).then(data => {\n",
    "    openDigger.render.plotly(data.map(row => {\n",
    "        return {\n",
    "            x: [2015, 2016, 2017, 2018, 2019, 2020, 2021],\n",
    "            y: row.openrank,\n",
    "            name: row.name,\n",
    "        };\n",
    "    }), {title: 'COSS OpenRank 2015-2021'});\n",
    "});"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8c50783-f05f-47b6-bf4c-b34a74e3b2c8",
   "metadata": {},
   "source": [
    "## OpenRank growth for global COSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e144791c-e01d-4a5d-9d23-d5a7eaa79fe2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "openrank",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          89975.81,
          144548.09000000003,
          170776.3200000001,
          193577.4300000002,
          225569.83000000002,
          248597.38999999993,
          242571.94000000006
         ]
        }
       ],
       "layout": {
        "autosize": true,
        "title": {
         "text": "COSS OpenRank growth 2015-2021"
        },
        "xaxis": {
         "autorange": true,
         "range": [
          2014.6433566433566,
          2021.3566433566434
         ],
         "type": "linear"
        },
        "yaxis": {
         "autorange": true,
         "range": [
          76885.67961165048,
          261687.52038834943
         ],
         "type": "linear"
        }
       }
      },
      "image/png": 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"
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelUnion: [':companies/coss'],\n",
    "    startYear: 2015,\n",
    "    endYear: 2021,\n",
    "    startMonth: 1,\n",
    "    endMonth: 12,\n",
    "    groupTimeRange: 'year',\n",
    "    groupBy: 'Company',\n",
    "    limit: -1,\n",
    "    order: 'DESC',\n",
    "}).then(data => {\n",
    "    var x = [2015, 2016, 2017, 2018, 2019, 2020, 2021];\n",
    "    var y = [];\n",
    "    for (var i = 0; i < x.length; i++) {\n",
    "        var openrank = 0;\n",
    "        data.forEach(row => openrank += row.openrank[i] ?? 0);\n",
    "        y.push(openrank);\n",
    "    }\n",
    "    openDigger.render.plotly([{\n",
    "        x,\n",
    "        y,\n",
    "        name: 'openrank',\n",
    "    }], {title: 'COSS OpenRank growth 2015-2021'});\n",
    "});"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c1878d9-5b71-4e17-b43b-3c5fecae3afb",
   "metadata": {},
   "source": [
    "## Activity for Chinese COSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "4cfb5e18-cfec-487a-b781-3493404ea529",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "PingCAP",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          946.64,
          5519.89,
          11770.48,
          17303.3,
          35036.71,
          47653.8,
          46202.83
         ]
        },
        {
         "name": "Zilliz",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          0,
          0,
          0,
          0,
          1012.24,
          4057.63,
          8600.74
         ]
        },
        {
         "name": "Jina AI",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          0,
          0,
          0,
          0,
          0,
          3206.07,
          8589.14
         ]
        },
        {
         "name": "Vesoft",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
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1XFYVsUcccYRdNKafrlErTPVsV82XSnRtlsB+5JFHypzvq+cF67uqRz7EanYEaunnVKjr92osOWl3QYlYi85t5ag8Kax9EKh2s0Q/CEAAAhCAAASqSwCBWl2CPA8BCEAAAhCAQBkCp512mql6fPfdd0tsiy8PlSVQVSpp5aHVtAJRZVj0LeHlCdTSgkvFzvHHH2+2j1tVe9aWYK1o0+pIq6ms0ao/jVsrVC3pqBVw+us6deqUCd3uWOWtWQWnrltvP9f1VdYspnoGZbSYjH7OqpyN3hauRxz84x//KHMJkz6nolXXZx1JoJ/TbeR6hqpW/kU33f49YsSIEhdUVRazbrVWcakXPmnVr8o/raS0LhfTykErPypMY7V4BKpeuKQVpnrWq575qk0lpY5hVarq5+IRqPoeqeDdvHlz5KgFlbda2atb+zUf8VZyWu+X5kn/k8F63rpASqteo48s0JiHDBliYtDjK2rXrl0GVWUCVb+3VJRq5amOo2JYc6zV3nrGrh6dsGPHDpN7XXN00++D8iRrItaix1tovBrfvffeKwcffHDMdwOBWtl3IF+HAAQgAAEIQMApAghUp0gyDgQgAAEIQAACEQJWxZ9uJ1dJVFkrT6BaZ3j+4Q9/kL/+9a9mGLsCVfuqdNQzVXULt/VrFbvlNWsePVtRxaI2FXt6O7h1U7l11qUlNCsbq7yv67mfKnZLXwxUXn8VSsuXLzeCS2VmrKbb3XU7usaqW/ajm0o/PatSRebcuXONQNOmVbgffvhhCSmnzPSc0F9//dX8qJWt+rw2PYOzsmpUPe5Aq0v1HNvS7dhjjxU9W9QSm3369DHni5bX4hGoOob17lnbvlVQqhSOPvogHoGqY+oZtcrdqoS2jgTQM3v1Uq14mp4vq0dSqDjWH6PPmrUqcq3jKaLHtc6n1arXWK0igRqrvx55oOfCqoS0LiXT83ajL6myntPKWL3sqnRLxFr0TFetttbjO/R4BT1mobyGQI3nzaMvBCAAAQhAAALVIYBArQ49noUABCAAAQhAICYB67zO6O3JFaEqT6BaFy05JVC14lG3QZe+ZMiKrX379pFqN5W3Wl2nolGf0aayUY8VUCkcz1ix1m4dAWBVZFb2Klnbu60LomL1t8SeVivq+ZwVNRVVKolVcupZrHosQXmtoKDAVALq+ajR2+1j9ddx9QxVbSpL9bgErV7Uqkc9r9ISqCpZdft49HEDscaLV6B+8sknolvg9QZ3ZaCVohq/srGqXOMVqJZYVHmuxwuozNZb4FXMakWn3fb666+b8zxVnmqVafTN8jqGdQRBrHzo+6YVr9ZxDKXnjFeg6vPTp083FdAqR/X9UnGucr1002M4Slc9J2It+i5ec8015jKxyt4zjRGBavfNox8EIAABCEAAAtUlgECtLkGehwAEIAABCECgDAHrNnEVZyqMymtaBafb490SqBdddJERX6UvGaoohbqdWbfGawWiCifdzqy3v1dlrOh5rO32KvW0kk/Pf43VLEZ6Xqqem6q3zus5rrGaVkPqZU3WsQAqxHR7eHlbzLWaVI9Z0G3vWl1pzRVr7O+++y5yPu2DDz5YLjLrcqwTTjjBbPm3mnWTvCVQrTNM9SgF3UJeXotXoOqRBVodrLJbq05V4ltHM1hzxCtQ9TmrOlQ5aS4s6Wj329+qhNU8q5jXs1hLN0tKWhWh1tetSuzoowlKP1sVgWpxOOqoo0xu7bZErEUrklWeaoW43cpeBKrdjNEPAhCAAAQgAIHqEkCgVpcgz0MAAhCAAAQgUIaAnl2oVYgqQ7SSTLdVR5/buG3bNrMVXyvqVEa6JVCtCr9Yt3arpNLqSd2ur7fd65mqGRkZkbXpVnaN1bp13e5YFb0eKjpVyur5nFq126hRo0h3FbcqonXLth6FoGJQmap4LH1JkvZVwasCTsWcXtak0lS37N9///1y4403msujopvmSCtxVSjr5Ui6Xr2oSD+n28VLS9dx48aZ8zf1jFqtwCyvWaL31FNPNULMalZlqCVQ9fMqI7XaUGOMji87O9ts8d9///0Nc2VvXQBljRfrEinra1rBqSJXKz31HdQLrKKrPWMJ1PLmscacM2eO6BmlVou1zT4WE61e1uMU9B1XWazVsdHvVfQzlijVfrq936qYtS4cK31GcPSzFQlUrSrV9yJa2uo7o++FrksrkVUyV9YStRYVoXr0hL6Tpd/timJCoFaWMb4OAQhAAAIQgIBTBBCoTpFkHAhAAAIQgAAEShCwtgfrJ1XcHHbYYUZo6Rmcs2bNMrJEhZ1u63ZLoG7ZssVIO51bL+nRy5t0e7d1Jqiet6jnLuolRyqWjj76aCNMVcKpANTqTr1sStdid6yKXgu9XEmlmMpA3R6u291btWplLl7S+VUuKjuVh9q++OKLyNmmKl31/FCtMp02bZosWbLECDc9T1RlqDYVqCrJtKmU07Xo+Cokdc3KQbfuq3DUphJOW+PGjY1I3meffcy5q3q2qm7B18+rjCzvEit91rr4S2PR2+n1gio9BkG37GuLFqhWVat+XoWrVizr+bMqP1UWKxur2lG/ps/qsQ6aQ5WQKnqjL4eyWFsx6K/1vFattI1usQRqefNEi9dhw4aZIw8qq5qNnkvXfuutt5pP6dm01hm60X10XGWtTQWixq+50vdTRfLHH39scquCPFq+6veRteVe86JVt9YlbP3795d27dqZMa1zg/V90XG1nzLWsbUiVs94TU5OrvR3sEStRaW9vr/6+0OsoyT0ndUqaaupyNc8rF69WiZPnmzeG/1e1ab/YaP/MUODAAQgAAEIQAACThJAoDpJk7EgAAEIQAACEChBQCvqtHJRZWB0U4FzzDHHiIojFWxTp041YvLPf/6znH322ZGu69atk3PPPbfEdmk9g1S34KsUUhmkIlPPuVRpqJWU0U3PAtWquehzI3VM7Tdz5swSfXV7tFZMatWjnpepRw9EXzilAktjib40yM5Ylb0SWo2r8k6lkHXWqj6j82lVpgox3bZvtUWLFpnzSFVsRjcVwlrRGi38lM2bb74pn3/+eZkLnXR8Za3jp6SkmKGUk8Zhyc7o8VXm6ZmiTZs2rWxJRvRFH92g0nDQoEFmfJW0Wm1oNc29VmWqoLWaSmO94EiFn67h0UcfNe+IxUeFqEpMFagqevXrpZvmSvOjMlzPmY1ulkDVYxi0n7by5om+MMuqOlbpr/LfTtP3TC/NqqhFX9KkMl3zqPLbaiqutUq39OVd1vdCrLFV2ur3mDaVpfr9UvoCNf2e0dhiHScQa8xErcUSqOUx0t8jXn755ciXreMzYvXXCujMzEw7qaEPBCAAAQhAAAIQsE0AgWobFR0hAAEIQAACEKgqAd0urDJLt8ir3LArbKo6n53nVMap4NUfVdDEqlrTy4O04rF+/fqmj57XGqvZGctOTHrzuFa5aiWeilBrC3esZ7Vy9vfffzdHI2ilYXmxWc/qEQBataeiUNdS3jZy7a9noeo2ev3QW+I1X+Wdo1reulSIquRVdiqnK3teWet8KmhVGJZuul49bkBj0TET1cqbR5noxVRatauCXf8TIJFNRapWIiuPZs2aOTKVVjTr96G+M1q1Gasa1pGJSg2SiLUkIk7GhAAEIAABCEAAAuURQKDybkAAAhCAAAQgAAEIQKASAlqZq9XUWvWq2+xpEIAABCAAAQhAAALhIYBADU+uWSkEIAABCEAAAhCAQBUJ6NENWh1c+kKqKg7HYxCAAAQgAAEIQAACPiKAQPVRsggVAhCAAAQgAAEIQMB9Ata2fT1aoPR5qu5Hw4wQgAAEIAABCEAAAm4TQKC6TZz5IAABCEAAAhCAAAQgAAEIQAACEIAABCAAAd8QQKD6JlUECgEIQAACEIAABCAAAQhAAAIQgAAEIAABCLhNAIHqNnHmgwAEIAABCEAAAhCAAAQgAAEIQAACEIAABHxDAIHqm1QRKAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIOA2AQSq28SZDwIQgAAEIAABCEAAAhCAAAQgAAEIQAACEPANAQSqb1JFoBCAAAQgAAEIQAACEIAABCAAAQhAAAIQgIDbBBCobhNnPghAAAIQgAAEIAABCEAAAhCAAAQgAAEIQMA3BBCovkkVgUIAAhCAAAQgAAEIQAACEIAABCAAAQhAAAJuE0Cguk2c+SAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAHfEECg+iZVBAoBCEAAAhCAAAQgAAEIQAACEIAABCAAAQi4TQCB6jZx5oMABCAAAQhAAAIQgAAEIAABCEAAAhCAAAR8QwCB6ptUESgEIAABCEAAAhCAAAQgAAEIQAACEIAABCDgNgEEqtvEmQ8CEIAABCAAAQhAAAIQgAAEIAABCEAAAhDwDQEEqm9SRaAQgAAEIAABCEAAAhCAAAQgAAEIQAACEICA2wQQqG4TZz4IQAACEIAABCAAAQhAAAIQgAAEIAABCEDANwQQqL5JFYFCAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACbhNAoLpNnPkgAAEIQAACEIAABCAAAQhAAAIQgAAEIAAB3xBAoPomVQQKAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIuE0Ageo2ceaDAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEfEMAgeqbVBEoBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQg4DYBBKrbxJkPAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQ8A0BBKpvUkWgEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAgNsEEKhuE2c+CEAAAhCAAAQgAAEIQAACEIAABCAAAQhAwDcEEKi+SRWBQgACEIAABCAAAQhAAAIQgAAEIAABCEAAAm4TQKC6TZz5IAABCEAAAhCAAAQgAAEIQAACEIAABCAAAd8QQKD6JlUECgEIQAACEIAABCAAAQhAAAIQgAAEIAABCLhNAIHqNnHmgwAEIAABCEAAAhCAAAQgAAEIQAACEIAABHxDAIHqm1QRKAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIOA2AQSq28SZDwIQgAAEIAABCEAAAhCAAAQgAAEIQAACEPANAQSqb1JFoBCAAAQgAAEIQAACEIAABCAAAQhAAAIQgIDbBBCobhNnPghAAAIQgAAEIAABCEAAAhCAAAQgAAEIQMA3BBCovkkVgUIAAhCAAAQgAAEIQAACEIAABCAAAQhAAAJuE0Cguk2c+SAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAHfEECg+iZVBAoBCEAAAhCAAAQgAAEIQAACEIAABCAAAQi4TQCB6jZx5oMABCAAAQhAAAIQgAAEIAABCEAAAhCAAAR8QwCB6ptUESgEIAABCEAAAhCAAAQgAAEIQAACEIAABCDgNgEEqtvEmQ8CEIAABCAAAQhAAAIQgAAEIAABCEAAAhDwDQEEqm9SRaAQgAAEIAABCEAAAhCAAAQgAAEIQAACEICA2wQQqG4TZz4IQAACEIAABCAAAQhAAAIQgAAEIAABCEDANwQQqL5JFYFCAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACbhNAoLpNnPkgAAEIQAACEIAABCAAAQhAAAIQgAAEIAAB3xBAoPomVQQKAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIuE0Ageo2ceaDAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEfEMAgeqbVBEoBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQg4DYBBKrbxJkPAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQ8A0BBKpvUkWgEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAgNsEEKhuE/fxfJs2bZK0tDSpVauWj1dB6EEjsHnzZmnQoIEkJSUFbWmsx8cEtm7dKsnJyVK3bl0fr4LQg0Zg+/bt5s/w1NTUoC2N9fiYwM6dO6WgoMD8WU6DgFcI7Nq1S/TP8saNG3slJOLd+iCtAAAgAElEQVSAgOzevVtyc3MlPT0dGhCAQA0QQKDWAHS/TolA9Wvmgh03AjXY+fXr6hCofs1csONGoAY7v35dHQLVr5kLdtwI1GDn16+rQ6D6NXPEHRQCCNSgZNKFdSBQXYDMFHETQKDGjYwHXCCAQHUBMlPETQCBGjcyHnCBAALVBchMETcBBGrcyHjABQIIVBcgMwUEKiCAQOX1sE0AgWobFR1dJIBAdRE2U9kmgEC1jYqOLhJAoLoIm6lsE0Cg2kZFRxcJIFBdhM1UtgkgUG2joiMEEkIAgZoQrMEcFIEazLz6fVUIVL9nMJjxI1CDmVe/rwqB6vcMBjN+BGow8+r3VSFQ/Z7BYMaPQA1mXlmVfwggUP2TqxqPFIFa4ykggBgEEKi8Fl4kgED1YlaICYHKO+BFAghUL2aFmBCovANeJIBA9WJWiClMBBCoYcp2NdeKQK0mQB5PCAEEakKwMmg1CSBQqwmQxxNCAIGaEKwMWk0CCNRqAuTxhBBAoCYEK4NWkwACtZoAeRwC1SSAQK0mwDA9jkANU7b9s1YEqn9yFaZIEahhyrZ/1opA9U+uwhQpAjVM2fbPWhGo/slVmCJFoIYp26zViwQQqF7MikdjQqB6NDEhDwuBGvIXwKPLR6B6NDEhDwuBGvIXwKPLR6B6NDEhDwuBGvIXwKPLR6B6NDGEFRoCCNTQpLr6C0WgVp8hIzhPAIHqPFNGrD4BBGr1GTKC8wQQqM4zZcTqE0CgVp8hIzhP4KflObIhd4t0a9NUstLrOT8BI0KgCgQQqFWAFtBHCgsLRT9SU1MdXaE6n6KiIsnIyJBatWo5OnYQBkOgBiGLLq0BgeoSaKaJiwACNS5cdHaJAALVJdBMExcBBGpcuOjsEgEEqkugmcYWgeytO+WSF7+X2cs3RfpfedQ+csvgbraepxMEEkkAgZpIut4b+4477pBp06ZFAuvSpYvcdNNN0qlTJ3n88cdl6tSpMnHixGoHrsL0jTfekFdffVX0z2RtSUlJctxxx8mNN94YGf/WW2+VGTNmyIgRI+SEE06IfP7f//63PPHEE5FfN2/eXIYPHy79+/evdmxeGwCB6rWMeDgeBKqHkxPi0BCoIU6+h5eOQPVwckIcGgI1xMn38NIRqB5OTghDu3/SfHnqy0VlVv6vSw6WTs0aSkqd2lJ3z4f+vDYVWiF8S2puyQjUmmNf3szLNm6TKfPWyub8QmnfpL6cdkBrx4JUgar/plBpumHDBiMp16xZIyos161bJ3l5edK5c+dqzzdhwgR577335JprrpGjjz5a8vPz5dtvvxX9/AcffGDG37Jli5x++unSuHFjadGihYwfP76EQH3mmWfk2WefNfG+8847MmXKFPPrDh06VDs+Lw2AQPVSNjweCwLV4wkKaXgI1JAm3uPLRqB6PEEhDQ+BGtLEe3zZCFSPJygk4W3culOmL9kof/t4nizP2WZ71XWSaklKnSSpm1S7jFxV0Wq+ZgnXpGL5Wixhk8rpX1vqJlXwtT1zRUtcnVt/nVSb7ba2E+fTjghUbyXupxWb5Mynv5WdhUWRwI7s2kxeuvhgRwJVgao5v+eee8x4c+bMkZEjR8o///lPmT17tsycOVPGjBkjCxYskLFjx5qKUZWr2s4++2zzoU3HeP75540k1T9zO3bsKAUFBfLCCy9Ibm6unHnmmXLJJZfIOeecUyJuFanWEQEqUlWoakz6oRWrTZo0Mf11ThWoH3/8cWS+gQMHGiF76qmnOsLCK4MgUL2SCR/EgUD1QZJCGCICNYRJ98GSEag+SFIIQ0SghjDpPlgyAtUHSQpgiOvzdsj0JdkyffFGI05/W5tX4SrbpNeT2rVrGVGyY1eR+VE/CnbtFSc1jSm5hKDdK3RTkqIkblT1bLGE3SNrowSwJXj3yl6VutHyd++v98rhvXPo5+ogcxPyOiBQE4I1Muijny+Ia4Ivfl1X4rgP6+GhB7WVVmn2z07u3qqRDOrRsszcpQXqp59+Kg8//LC8++675kO38GuV508//WS22nfr1k3OOussWbZsmbz00kvy9ttvS1pamun71FNPydChQ+UPf/iDTJo0yXx89tln8uOPP8qoUaPk9ddfl6ZNm5a7/iuvvFL0CIEbbrhBTj75ZDnvvPMiwrW0QNUq2fPPP19Gjx4tRx55ZFxMvd4Zger1DHkoPgSqh5JBKBECCFReBi8SQKB6MSvEhEDlHfAiAQSqF7MSvJhW5+bL9MXZRpaqOF28fmuJRWr15iEdMyW9fl35ZM7qEl9r36SBfHXzUTGhFO3eLTtUqu4RqkawFu4qFq3Rn9sjXa2vRX99b79dETlb4Xi79o5d3K94vsKi3Z5JnCVcY1XcljgGwYjZ2BW3ZaVtKRG8R+rGqsaNFrtaJRyEtmrTdvlw9ipZmZ0nHVqkyZC+bSStXnIQluaZNQx/eYb85+c1rscz4fx+5QrUxYsXi1Zzrly5Ur744gtTZarCUwVpaYE6efLkyMVPJ554opGquiX/4osvlqysLLn33nvN2qZPn27kpgpUS8pGP1sawPr162XYsGHy2GOPyX777Sfjxo0z4lXPTNWmAlUFrUrV7Oxss32/UaNGJsY6deq4zjOREyJQE0k3YGMjUAOW0IAsB4EakEQGbBkI1IAlNCDLQaAGJJEBWwYCNWAJ9chydBu+VV2q4lTPKYxuKthUmB7SsYkc0ilTDuqQGfnyOzNXyKdzVsumrTtk31ZpcukRnaRTswYeWVn5YVgyt6ScLSlzi2VvDMGrInbXrlIiuLjKtmLBq8/sNhI30m9XkezyksyNHJuw50iFcip1jXQtdXxCRZW3kUrdKJFrPlda7Eb9WquEq9JWbtouJz0+VXK2Fl/wo03fyU+v72+OgqA5Q+CRz38rHij6/yIs/259LsrHfzF/veg2/tLtT6YCNdV2UPu1alyuQNWt+lr52axZM+nXr58RqNoqE6hDhgwx2/JVpOqHSlTdqq8tWqBaFagqQ/Xyp1jtlVdeMfMdfvjh5surVq2SJUuWRM44tS6R6tWrlzkjtWvXrnLGGWdISkqKbQZ+6YhA9UumPBAnAtUDSSCEMgQQqLwUXiSAQPViVogJgco74EUCCFQvZsV/MS3dsDVSXTpt8UbRar3oVi85SQ5WYdqpiRGn/dpnVLjIXbt2mctQVAbQ4iegMrd0lW1pcWtVz1riNfrHmH3LFbzFQjj6eIVo6esVl6vercSxCaXOxrWqZmNJ2wXrtsiM33PKJOKRoQfI6X2cu7Qo/kyH+4nZyzfJkKe/kcJde41r/32biV4650QrvYU/esx4BOrNN99sLn7Sy6i0RQtUdTy67f/CCy80FaTRbdu2bVK/fn1TfZqenm6qT62mFauDBw+Wq666qswZqE6s3atjIFC9mhkPxoVA9WBSCEkQqLwEXiSAQPViVogJgco74EUCCFQvZsX7MS1ctyVyhul3SzbKms35JYJukFKnWJh2zJRDOzWRA9qmx7UoBGpcuDzdefduMVW3ZUVt2epcq5K2RN8ocVtyjOIx934u1nh7K35V8Dp9yMLtJ3aXy/7YydP8gx7c0uytMmXeOsnLLxA97sNJoe2UQH3//ffl6aefNhWoWmWqF0Dptnzdwq/tiSeeMBJUZeixxx4renmUSla9GOqRRx6RK664wvxcL5+y2vjx40Ulql5MpRdMRV8iFeScI1CDnF2H14ZAdRgowzlCAIHqCEYGcZgAAtVhoAznCAEEqiMYGcRhAghUh4EGdLj5a/IiZ5h+v3Sj6CVQ0a1xvWQ5uINWmBZvy+/dJq1aJBCo1cLHw+UQsGRu2TNw9wjePefblpayX/y63hwrUbo9fk4fOXn/LHgHlIBdgTpnzhwZOXKkEZq1ahWfMaBb+P/85z/LCSecIDt27DDnl6oU1UulOnfuLP/973/NRVLaCgsL5V//+pe8+eabor/3aUtKSjLHBaSmpsrXX38tr732WgnKejbr8OHDzaVW+nMEakBfQpZVdQII1Kqz48nEEUCgJo4tI1edAAK16ux4MnEEEKiJY8vIVSeAQK06uyA/+fOqXHOG6bQlG+WHpRtlY9TZj7rujPp15aAOGZEt+T1bV0+YlmaJQA3y2+W/tW3aViCnjf9a9KgKq2lV9ftXF59JSYNARQSKioqMWLXk6oQJE2TatGnywgsvlHlML4HS3//0zFWrP3T3EqAClbfBNgEEqm1UdHSRAALVRdhMZZsAAtU2Kjq6SACB6iJsprJNAIFqG1WgO+pZgtOXbDTb8n9YmiO52wtKrLdpwxQ5UIVpxyZyaKdM6d4qsWeTIlAD/br5cnH5Bbvk459Wy8rsXOnYIoPKU19msWaC1ouixo4dK+3btzfVqHoB1F133SWHHXZYzQTk41kRqD5OntuhI1DdJs58dgggUO1Qoo/bBBCobhNnPjsEEKh2KNHHbQIIVLeJe2M+vRDHCNPF2TJzWY7k5ReWCKx5oxQ5KGpLfteWjVwNHIHqKm4ms0lg9+7dkpubay70oUHALgG9DGrq1Kmybt06czFe3759pU2bNnYfp18UAQQqr4NtAghU26jo6CIBBKqLsJnKNgEEqm1UdHSRAALVRdhMZZsAAtU2Kl931Iuepi3JNtvyf1yWI9t2Fp+zZ7VWaalyoApTvfipUxPp0rxhja4XgVqj+Jm8HAIIVF4NCNQsAQRqzfL31ewIVF+lKzTBIlBDk2pfLRSB6qt0hSZYBGpoUu2rhSJQfZUuW8HuKtodqS7VKlMVpnopTnRrk1FP+rXPNNvxdVt+p2YNbI3tVicEqlukmSceAgjUeGjRFwLOE0CgOs80sCMiUAObWl8vDIHq6/QFNngEamBT6+uFIVB9nb7ABo9A9X9qVY7qVnyVpd8vVWG6SQp2lRSm7TLrR84wPaRTpnRo4i1hWjoLCFT/v5dBXAECNYhZZU1+IoBA9VO2ajhWBGoNJ4DpYxJAoPJieJEAAtWLWSEmBCrvgBcJIFC9mJWKY9q6s9BsxVdh+sMeYVq0e3eJhzo2bSD92meY7fi6LV8Fqp8aAtVP2QpPrAjU8OSalXqTAALVm3nxZFQIVE+mJfRBIVBD/wp4EgAC1ZNpCX1QCNTQvwKeBIBA9WRaSgS1eXtBZEv+D7/nyKzlm8oE3bl5w2JhqmeYdmwirTPqeX9hFUSIQPV1+gIbPAI1sKllYT4hgED1SaK8ECYC1QtZIIbSBBCovBNeJIBA9WJWiAmByjvgRQIIVO9lZePWnRFhOnNZjvy0IrdMkPu2aLRXmHZqInoJVJAaAjVI2QzOWhCowcklK/EnAQSqP/NWI1EjUGsEO5NWQgCByiviRQIIVC9mhZgQqLwDXiSAQK35rKzL2xE5w1QvfPp51eYyQXVv1Vj6ttMt+ZlyaMdMad44WMK09IIRqDX/XhJBWQIIVN6KaAKFhYWiH6mpqZKbmytff/21HH/88VKrVi35/vvvJT09Xbp06WL6WP0gWD0CCNTq8QvV0wjUUKXbN4tFoPomVaEKFIEaqnT7ZrEIVN+kKlSBIlDdT/fq3PwSwnT+mrwyQfRsnSZ926Wb7fgqTZs2THE/0BqcEYFag/CZulwCCNRwvRynnXaa6L8pSjeVouPHj5fHH39cpk6dKhMnTpS5c+fKiBEjZNKkSZKUlCTXXHON9OzZU6644ooS/cJF0PnVIlCdZxrYERGogU2trxeGQPV1+gIbPAI1sKn19cIQqL5OX2CDR6AmPrXLN24zW/K/33Ph029rywrT3m3Si4XpnkufMhvUTXxgHp4Bgerh5IQ4NASqB5Ofs0Tkt/+I5OeKZHYU6fUnx4Jcvny5qRy12tKlS+Vvf/ubnHfeeXLhhRfK2rVrJS8vTzp37lyhQI3u51hwIR0IgRrSxFdl2QjUqlDjmUQTQKAmmjDjV4UAArUq1Hgm0QQQqIkmzPhVIYBArQq1ip9ZsmGrEaY/7BGmi9ZvKfNAn3bp0ke35HfMlEM7NZG0esnOB+LjERGoPk5egENHoHosuatmijw/SGTXzr2BdT5W5Lx3HA9027ZtRpp26NBBHnjgAbNN/6OPPpKZM2fKmDFjKhSo0f0efvhhmTFjRon4TjrpJDnnnHMcjzmIAyJQo7Kq9r6goEAyMzNL5Hry5MnSp08fadasWRDfAdtrQqDaRkVHFwkgUF2EzVS2CSBQbaOio4sEEKguwmYq2wQQqLZRldtx4botZkv+D7/nyI/LN8nSDSW3fCbVriV92u4Rpp0yzbb8Rql1qj9xgEdAoAY4uT5eGgI1wcn78r74JlgwWWRlSRlpBuh7gUjj1vbHatFTpPtJ5fbXvI8aNUq0AvWll16S+vXrm776c93C/+yzz1YoUKP7LVy4UHJycszz3333nbz//vumqvWggw6yH2+Ie4ZOoK5YsUIuvfRSOe644+TGG280qVebf8stt8j8+fPNr1u2bClq5i1hOnjwYBk9erQcccQRIX5VRBCooU6/ZxePQPVsakIdGAI11On37OIRqJ5NTagDQ6DGn349s1SF6cxlOfLjsk2ybOO2EoMkJ9UWrTDVS58O7qjCNFMapCBM4yGNQI2HFn3dIoBATTDpN84Vmf9RgieJMfzZr4p0K1+gvvDCC+ac02eeeUbatWsXGaAqAtV6eP369XLRRRfJkCFD5JJLLnF/zT6dMVQCVStM9eVQEahS1BKoauw//vhjmTBhgrH51157rbRt21buvvtuk1YEavHbjUD16Xd5wMNGoAY8wT5dHgLVp4kLeNgI1IAn2KfLQ6BWnri5K3PNlvwf9wjTlZu2l3goNTnJCNM+bYuF6aGdMkU/R6s6AQRq1dnxZOIIIFATx9aM/OXf45vAVKDOLPtMn/NF0uKpQO1VbgXqtGnT5I477pCxY8eWKeirqkDVc1Uvu+wySUtLk0ceecQcB0CzRyA0AlVfEhWjLVq0MAftZmVlRQTqsGHD5KijjpLLL7/cUPv0009NBapu3deXKVqgZmdny+233y6HHHKIXHzxxfYoB6QXAjUgiQzYMhCoAUtoQJaDQA1IIgO2DARqwBIakOUgUMsmctbyTfKdEaab5MflObImN79EJ60mtbbkH9xRzzFtInXr1A7IG+GNZSBQvZEHoihJAIHqsTdCt+8/P1CkaO9FT9L5GJHz3nUk0FWrVpkCwDPOOCPiqqIHrqpAHTdunNn6//LLL0ujRo0ciTUsg4RGoOq5DkuWLJHx48fLrbfeWkKgqiC94YYbjCjV9vPPP5tfv/3228bKWwK1V69e5sVt3bq1Obi3Tp1wbYVBoIbltwV/rROB6q98hSVaBGpYMu2vdSJQ/ZWvsESLQBWZ8XuOfL/nwifdlr8+b0eJ9DdOTS6uMG2XLgd1yJRDOjWROrWpGErk9wgCNZF0GbuqBBCoVSWXwOc2Lhb5bZJI/maRzI4ivYc6MpkWAF5wwQVmLN0ZHV0lmpycbHZMV0WgapHggw8+KPfdd5906dLFjK/j1atXz5G4gz5IKATqa6+9Jm+++aa8+OKLkp6ebipPrQpU/U1o4MCBctttt8mAAQNMvvVg3SuvvNK8kNpPBeqIESPk9ddfN0L1oYceishTlYphacqK8u6wZNs/6+S99E+uwhQp72WYsu2ftfJe+idXYYs0bO/mjOWbZdaKzfLTyjz5aVWe5GwrKJHytHp1pHdWI+mV1Uj6tm0s/dqmCTss3f+uCNt76T5hZqwKgbC9l+pvwthyc3PlzDPPjLn0xo0byzvvvFNCoFpFgJMmTZKkpCSz+7pnz54yfPjwEv20onX58uUlxj300EMjx1eGkXU8aw6FQD3ttNPMxVAdO3Y0bL799ltz1umRRx5pXihLkA4aNMh8PVYFqn5e/ydSz0vt0KFDhLH+BhaWpt/E+s2KRA1Lxv2xTj2SQ7+f9Q8KGgS8QkAvJ9RdCnXr1vVKSMQBAaEClZfAiwS0AlUrbaxbhb0YY3ViKizabbbja5WptSV/Uylh2qRBXVNdekDbDDmoQ/E5prSaJaD/7tM/y9neWrN5YPaSBNQ96O47LeoKS8M9hCXT/lhnKASqVo7qbzRW07Jl/cNQhek555wjegaqVp/qQbraYp2Bethhh8maNWtk7dq18txzz0lGRoY/MuxglGzhdxAmQzlGgC38jqFkIAcJsIXfQZgM5RgBBKpjKBnIQQJB28K/o7BIpi/OFt2KP1PPMF2WI3n5UefjiUjzRinSp12GkaYHdsiUA9uH798VDr5CCRmKLfwJwcqg1STAFv5qAuRxCFSTQCgEamlG0Vv49WvPPPOMfPLJJ+ZH/d/va665xpwpoWdNaLPOQO3bt6+pWNU2YcKEwP5PeXnvFAK1mt9tPJ4QAgjUhGBl0GoSQKBWEyCPJ4QAAjUhWBm0mgT8LlC37iiU6daFT8uKq0y37iwpTFumpRYL07Z6hqmKU4RpNV+bhD+OQE04YiaoAgEEahWg8QgEHCSAQBWRLVu2yKhRo2TBggUGbfPmzeWRRx4xP1oC9Y477pDDDz9ccnJy5NJLLzVfe/LJJ6V27fDceIlAdfA7j6EcI4BAdQwlAzlIAIHqIEyGcowAAtUxlAzkIAG/CdTc7QVmS761HV9/zC/YVYJI6/R6ey59yjDVpfu3DecZfg6+Jq4PhUB1HTkT2iCAQLUBiS4QSCCBUArU8njqGZ/6l7hmzZolELl/h0ag+jd3QY4cgRrk7Pp3bQhU/+YuyJEjUIOcXf+uzesCdePWnfL90mJhqtvy9ceCXUUlgLfLrB8Rpv3aZ0iv1uE5n9C/b17FkSNQg5pZf68Lgerv/BG9/wkgUP2fQ9dWgEB1DTUTxUEAgRoHLLq6RgCB6hpqJoqDAAI1Dlh0dY2A1wTqurwd8sMeYarnl/64fJPsKip5aWyHpg3Mdnzdiq8VpvtlNXaNFxO5QwCB6g5nZomPAAI1Pl70hoDTBBCoThMN8HgI1AAn18dLQ6D6OHkBDh2BGuDk+nhpCFQfJy/Aode0QF21abvM+L1YlBphumxTGdr7NGu4p8I0Xfq1z5RuLRsFOCMsTQkgUHkPvEgAgerFrBBTmAggUMOU7WquFYFaTYA8nhACCNSEYGXQahJAoFYTII8nhAACNSFYGbSaBNwWqMs3bjNb8WcuKxamP63ILbOCfVs0KhambdOlb/sM0V/TwkUAgRqufPtltQhUv2SKOINKAIEa1MwmYF0I1ARAZchqE0CgVhshAySAAAI1AVAZstoEEKjVRsgACSCQaIG6ZMPWSGWpVpfOXVVWmHZr1Uj6tM0w0lTPMNWKU1q4CSBQw51/r64egerVzBBXWAggUMOSaQfWiUB1ACJDOE4Ageo4UgZ0gAAC1QGIDOE4AQSq40gZ0AECTgvUheu2mG34Py4v3o4/b/XmMlH2yGpszi9VYdq3XYZ0bNrAgZUwRJAIIFCDlM3grAWBGpxcVnUlRUVFkp+fL/Xr16/qEDxXDQII1GrAC9ujCNSwZdwf60Wg+iNPYYsSgRq2jPtjvQhUf+QpbFFWV6D+tjYvsh1fhan+unTr3SatWJjuufipfRP+4Rm29yze9SJQ4yVGfzcIIFDdoOydOV577TV54YUXTEAHHHCAPPjgg/LNN9/I2LFj5c0335SMjAzHg1VBe/LJJ4v+2fzyyy9Ly5YtzRz6e+LgwYMj8x1//PEycuRIx+f3+oAIVK9nyEPxIVA9lAxCiRBAoPIyeJEAAtWLWSEmBCrvgBcJxCtQtaLUVJjqhU/LN4lWnJZulig155i2y5A2GfW8uHRi8jABBKqHkxPi0BCo3kv+8rzl8t8V/5W8nXnStlFbObHTiY4FWVhYaKpNx40bJ3l5efLQQw/Jli1bZOnSpdK9e3dJSkpybC5roOnTp8vo0aOlbt26cuaZZ8rFF18cmaOgoEDOOussGTp0qPmoXbu24/N7fUAEqtcz5KH4EKgeSgahIFB5BzxNAIHq6fSENjgEamhT79mFb95eIN8sWCfbdhZI73ZNpXPzsmePzl2Za0SpEabLNomeaRrdateqVXzh054t+SpPs9IRpp5Nuk8CQ6D6JFEhCxOB6q2Ez90wVy749AIpKCqIBHZE6yPkqWOfcjTQe++9VzZu3GgE6qJFi2TMmDGmOlQF5vnnny9HHHGEfPXVV6bPscceK1dffbXUq1dPcnJy5LrrrpP169ebeLKysmTUqFHSrVu3cuPTsfU/Ntu1a2fGnDhxYom+p512mpx33nlGroaxIVDDmPUqrhmBWkVwPJZQAlSgJhQvg1eRAAK1iuB4LKEEEKgJxcvgcRL4ZlG2XPavH2TrjsLIkzcO3Ff679tsT4VpsTRdtnFbiZGTk2oXC9M92/H15y0ap8Y5O90hUDEBBCpviBcJIFATm5WnZscnPv+34n8yZ8OcMkGd0eUMadmgeOu7nbZvxr5yTLtjyu0aLVDnzp0rI0aMkEmTJpkK1OOOO07S09PloosuMuei3n///fKXv/xFjjzySMnNzZV3331X+vbtaypK9TiAFStWiB4NEKvp3xNPP/10ue2226RNmzYyfPhwefLJJ2XfffeNdEeg6nchDQI2CCBQbUCii+sEEKiuI2dCGwQQqDYg0cV1AghU15EzYQUELnnxe/m/+esqZZSaXFv6tC2+8MmqMm3aMKXS5+gAgeoQQKBWhx7PJooAAjVRZIvHveGLG2TKsimJnSTG6I8OeLRaAlWlqUpSbbfccos0adLEVJpq07/7zZ49W5YsWSI///yz6Bb9zz77LOYaJ0+eLA8//LB8+OGHkpycLMOGDZODDz5Ybrjhhkh/BCoC1fVvEL9OiED1a+aCHTcCNdj59evqEKh+zVyw40agBju/flrdr2vy5Jxnp8nGrTvLhJ2anCT92kcJ07bpktmgrp+WR6wBIIBADUASA7gEBGpikzp+1vi4Jvjfyv+JbuMv3U7vfHpcFahdM7s6JlDvuece0bNT77zzTnmsLLUAACAASURBVFmwYIGRn6mpqdKjRw+zNX/GjBnlCtTrr79eFi5cKAcddJBZ0pw5c8wZrCpUrfNOEagI1Li+ScLcGYEa5ux7d+0IVO/mJsyRIVDDnH3vrh2B6t3chCGypdlbTcWpfkxdsKHcJU+58UjZp1nZs1DDwIg1eocAAtU7uSCSvQQQqN56G1Senv/p+VJYtPcomsOzDpenj3va0UBVhlqXSMXawh9dgRotUO+77z757bff5LnnnjMCdNasWXLzzTfHFKh6Xuqf/vQn6d+/v2RkZJj49ffBjz76SPQIAa1E1YZARaA6+nIHeTAEapCz69+1IVD9m7sgR45ADXJ2/bs2BKp/c+fXyNfk5kek6ZR5ayX63LAOTRvI0lIXQg3q0VImnN/Pr8sl7gARQKAGKJkBWgoC1XvJXJa3TL5a/pXk7cyTdo3byUmdTnIkyFWrVkmDBg1E/6177bXXytlnn20+4hGoTzzxhHzzzTfy2GOPSUFBgYwfP77cLfxvvfWWvPjiiyWqTXUhl1xyiblQSiWujnHWWWfJ0KFDzYdVlerIgn0yCJdI+SRRXggTgeqFLBBDaQIIVN4JLxJAoHoxK8SEQOUdcIPApm0F8n/z1xpxOmXeOtlesCsybd/2GXJ0t+ZydNfmsl9WY/n3rFXy31/XyvaCQtm/baYMP3IfN0JkDghUSgCBWikiOtQAAQRqDUCvoSkfffRR+fjjj83suqV+9OjR5pIoPcdUt+VHXyL1wAMPSJ8+fUxfrUAtKiqSMWPGiErYm266SdavX2++1rlzZ7NFP9YZqBdffLH07NlTbrzxxhIrVrH6/PPPy3vvvSennHJK5GvHH3+8jBw5sobo1Ny0CNSaY++7mRGovktZKAJGoIYizb5bJALVdykLRcAI1FCkuUYWmV+wq1iY6hb9eeskZ9ves017ZqXJAJWm3Zqbi6BKNz2TTatatNKGBgGvEECgeiUTxBFNAIEanvdBc63+RaVpSkr1Lk5UkZqenm7GolWPAAK1evxC9TQCNVTp9s1iEai+SVWoAkWghirdvlksAtU3qfJFoLodX2Vp8bmma2V1bn4k7i7NG0ak6aGdmlS4HgSqL9IduiARqKFLuS8WjED1RZoIMsAEEKgBTq7TS0OgOk2U8ZwggEB1giJjOE0Ageo0UcZzggAC1QmKjPH1wg2Rc02XRJ1h2i6zfkSaHrlvM9ugEKi2UdHRRQIIVBdhM5VtAghU26joCIGEEECgJgRrMAdFoAYzr35fFQLV7xkMZvwI1GDm1e+rQqD6PYM1F/+M33Mi0nTe6s2RQFo0TjVb860t+nVq14o7SARq3Mh4wAUCCFQXIDNF3AQQqHEj4wEIOEoAgeoozmAPhkANdn79ujoEql8zF+y4EajBzq9fV4dA9Wvmaibun1flRs40nbV8UySIxvWS5djuxWeaDujaXBqk1KlWgAjUauHj4QQRQKAmCCzDVosAArVa+HgYAtUmgECtNsLwDIBADU+u/bRSBKqfshWeWBGo4cm1n1aKQPVTtmom1oXrtkQqTactzo4EkZxUWwbu1yJSbZrZoK5jASJQHUPJQA4SQKA6CJOhHCOAQHUMJQNBoEoEEKhVwhbOhxCo4cy711eNQPV6hsIZHwI1nHn3+qoRqF7PUM3EtyJne+QiqC9/XV8iiGO7F0tT/WiZlpqQABGoCcHKoNUkgECtJkAeTwgBBGpCsDIoBGwTQKDaRkVHBCrvgBcJIFC9mBViQqDyDniRAALVi1mpmZg2bNlRLE3nrZNJP68pEcQfuzSVo7sVi9P2TeonPEAEasIRM0EVCCBQqwCNRxJOAIGacMRMAIEKCSBQeUFsE0Cg2kZFRxcJIFBdhM1UtgkgUG2joqOLBBCoLsL24FRb8guNNJ0yf51MmrtadhQWRaI8uGNmpNJ03xaNXI0egeoqbiazSQCBahMU3VwlgEB1FTeTQaAMAQQqL4VtAghU26jo6CIBBKqLsJnKNgEEqm1UdHSRAALVRdgemapgV1HkTNP/zF0jm7YXRCLbv216RJr2ap1WYxEjUGsMPRNXQACByuvhRQIIVC9mJVgxFRYWyrRp02TDhg0ycOBAqV8/8TtR/EQQgeqnbNVwrAjUGk4A08ckgEDlxfAiAQSqF7NCTAjU8LwDX/223ojT//y8Rtbk5kcW3rVlIzlGzzXt2lwO7JDhCSAIVE+kgSBKEUCg8kp4kQAC1YtZSUxMTz75pHz22Wfy3nvvSa1atSKTrFq1Si688EJ5+OGHpVevXo5OrvL0jDPOkJSUFGnZsqVcdNFF8uqrr8qDDz4oSUlJjs7l18EQqH7NXA3EjUCtAehMWSkBBGqliOhQAwQQqDUAnSkrJYBArRSRrztMX7xR/m/+WvnPL2tl6YatkbW0y6wvA/drIQO6NZfDOzf13BoRqJ5LCQGJCAKV18CLBBCo3svKzuXLZcuXX0rR5jxJbtdO0k4+yZEgFy1aJFdccYWMGzdO9t9//8iYL774orz//vtlxKoTk3733XcyZswY+eSTT6R27dryyy+/yPXXX29+nZyc7MQUvh8Dger7FLq3AASqe6yZyT4BBKp9VvR0jwAC1T3WzGSfAALVPiu/9Jy9fJM50/SzX9bKvNWbI2E3a5Qig3u0NNJUL4PyckOgejk74Y0NgRre3Ht55QhUb2Unf85cWTpsmOwu2Hs8TsM//lHaPvuMI4EOGzbMyNNbbrklMp5+7ogjjpCrrrpKtBr173//uyxYsEDatWtnqkcHDx5s+mrl6Lvvviv6b5LMzEy57LLLZMCAAZKbmysPPPCAzJgxQ+rWrSuDBg0yonbt2rXmR/27YvPmzaVr164yf/58Wb9+vTRr1sxUwd58881ywAEHOLI2vw6CQPVr5mogbgRqDUBnykoJIFArRUSHGiCAQK0B6ExZKQEEaqWIfNFh/po8sz3/s1/WyI/LNkVibpRaR47v2coIUxWnKXVq+2I9CFRfpCl0QSJQQ5dyXywYgZrYNG148sm4Jtjy1Vey/ac5ZZ5JP/NMSW7V0vZYKV27SqNjjy3T/5VXXpHXX39dPvjgA7OFfvHixTJ8+HB59tlnpU2bNjJ06FAjOs8991xZunSpPProo/LCCy8Y6Tlq1CgZOXKk7LPPPvLjjz9KQUGBnHfeeebzS5YsMQI2OztbnnvuOfP5IUOGyD/+8Q/59ttv5bbbbpNGjRqZCtSnn35a7rrrLqlTp46ZKy2t5s5Mtw00gR0RqAmEG7ShEahBy2gw1oNADUYeg7YKBGrQMhqM9SBQ/ZvHpdlb5f/mrZPP562VbxZlRxZSp3YtObH3XmnaONV/W+wQqP59L4McOQI1yNn179oQqInN3YprrpW8zz9P7CQxRm/zxOMxBaqKUK04VYF52GGHiZ6L+s0335jqUr3o6Y477pB7771XGjZsaEbVnx9//PHSqVMnGTt2rPm6PqfyU9u2bdvk1FNPNdvyTzqp+KgBrWCdNWuWTJw4Ud566y1zPICOr40t/GWThUB1/dvDvxMiUP2buyBHjkANcnb9uzYEqn9zF+TIEaj+yq5e/qSVpipN9cfoNrhnS1Npqh9NG6b4a2GlokWg+jp9gQ0egRrY1Pp6YQjUxKZv/eNPxDXBlv/+V/LnlK1ATRsyRJJb2q9ATe3eLaZA1WB0W71uof/rX/8qp59+uqk6Peecc+Ttt9+WCRMmSOvWrUvErNv79ZIpFaP/+9//zNd69+4tN9xwg+glUZdffrmpYO3QoYP5mla3jh8/XiZNmoRAtZF9BKoNSHQpJoBA5U3wIgEEqhezQkwIVN4BLxJAoHoxKyVj2rStQKbMXytT5q2TT+asLvHFo7o2k2O6t5CjuzaX1hn1vL8YmxEiUG2CopurBBCoruJmMpsEEKg2QbnUbfucOfL7OcNkd2FhZMYGRxwh7Z571rEILMF59913m631b7zxhjRp0kS++OILuf/+++Wjjz6KVJiWnlT9zezZs40g7dixo9x6661y1llnmXH0PFRtjz/+uHz55ZfyzjvvlBGo8+bNk+uuu87MkZLi7/+sdSohCFSnSIZgHARqCJLswyUiUH2YtBCEjEANQZJ9uEQEqjeTtr1gl6kw1S36H8xeJQW7iiKBHtIxU47br7jatFOzBt5cQDWjQqBWEyCPJ4QAAjUhWBm0mgQQqNUEmIDHd/6+TLZ8+YXsysuTuu3aSdoppzg6y5YtW0zlaYMGDSQrK8vIUG16GZRWo/bv399Ul2qbPn26OetUZWdeXp4cc8wx5uzU0aNHm23+Y8aMkYsuukjq1atntvfn5OTI7bffbi6luummm8oIVP174ymnnCIqb/UyK33/6tev7+j6/DYYAtVvGavBeBGoNQifqcslgEDl5fAiAQSqF7NCTAhU77wDu3dLsTSdv1Y+nL1aNufvvcG3d5s0GdSjWJp2b9XYO0EnKBIEaoLAMmy1CCBQq4WPhxNEAIGaILAeH1YrR2fMmCEjRoyQE044IRLtzJkzzbmn+u9hbSpLb7zxRiNbdcu//j6mTS+SUnmqAlYvkNKLpNTtaNOLoXS7v14apccCvPfee5EzUPXrWqGqVbDarLNYPY4roeEhUBOKN1iDI1CDlc+grAaBGpRMBmsdCNRg5TMoq0Gg1nwmv164wYjTD39aLes250cC2rdFQxncs/gyqAPaptd8oC5GgEB1ETZT2SaAQLWNio4uEkCgugjbR1NpNapWnurW/lq1apnI9V3Jzs42FaOxqkbXrl0rqampkpaWVulK9e+P+me1nb6VDubzDghUnyfQzfARqG7SZi67BBCodknRz00CCFQ3aTOXXQIIVLuknO034/ccmTJ/nXz80yr5PXtbZPC2GfXlxN6tZEC35qJb9cPaEKhhzby3141A9XZ+whodAjWsmWfdXiGAQPVKJnwQBwLVB0kKYYgI1BAm3QdLRqD6IEkhDBGB6l7S567MNZWmH89ZLb+uyYtM3LRhipy8f7E07d+lmXsBeXgmBKqHkxPi0BCoIU6+h5eOQPVwcggtFAQQqKFIszOLRKA6w5FRnCWAQHWWJ6M5QwCB6gxHRnGWAALVWZ6lR1u4bouRpp/MWS2zlhefLaatQUodOWX/LDmmW3MjTpNqF2+voxUTQKDyJniRAALVi1khJgQq7wAEapYAArVm+ftqdgSqr9IVmmARqKFJta8WikD1VbpCEywC1flUr8jZbi6C+mTOGpm2ODsygUrSk3tnyXH7tTDStH7dJOcnD8iICNSAJDJgy0CgBiyhAVkOAjUgiWQZviWAQPVt6twPHIHqPnNmrJwAArVyRvRwnwAC1X3mzFg5AQRq5Yzs9NiwZYdMmbdOPp27Wr78dX2JRwb1aCmDerQwl0Gl169rZ7jQ90Gghv4V8CQABKon0xL6oBCooX8FAFDDBBCoNZwAP02PQPVTtsITKwI1PLn200oRqH7KVnhiRaBWPdd5+YVme/6kuavl07lrSgzUf99mcnzPlkaatmicWvVJQvokAjWkiff4shGoHk9QSMNDoIY08SzbMwQQqJ5JhfcDQaB6P0dhjBCBGsase3/NCFTv5yiMESJQ48t6wa6iPdJ0jXw4e5UUFu2ODHBwx0w5oVcrI03bZdaPb2B6lyCAQOWF8CIBBKoXs0JMCFTeAQjULAEEas3y99XsCFRfpSs0wSJQQ5NqXy0UgeqrdIUmWASqvVR/9dt6+c/cNfLB7FWyZUdh5KFerdPkpP2zjDTt0ryhvcHoVSkBBGqliOhQAwQQqDUAnSkrJYBArRQRHSCQUAII1ITiDdbgCNRg5TMoq0GgBiWTwVoHAjVY+QzKahCo5WdSL4Ca/PNaU2m6fsuOSMfOzRvKyftnyTHdmkvP1mlBeRU8tQ4EqqfSQTB7CCBQeRW8SACB6sWs+CcmfX9Wr14t6enpUr8+u2eqkjkEalWohfQZBGpIE+/xZSNQPZ6gkIaHQA1p4j2+bARqyQTNWr5JJv9SLE2Xb9wW+WLrjHpyyv5Zcmz3FtKvfYbHs+r/8BCo/s9hEFeAQA1iVv2/JgSq/3MYzwruuOMOmTZtWplHHnroIendu7eccsopon+3mzhxomRmZpp++fn5ctppp4n+HjZ58mSpVauWFBQUyNNPPy0ffPBBZKyWLVvKmDFjpEuXLvGEFPq+CNTQvwL2ASBQ7bOip3sEEKjusWYm+wQQqPZZ0dM9AghUkflr8uSzX4q35y9YuyUCv0mDuqbSdGCPlnLYPk3cSwozCQKVl8CLBBCoXswKMSFQvfcObF6/XZbO2SA7thdKWrP6su/BLRwLUgWq/lv3hhtuKDFmVlaWpKSkRASqCtOrr77a9Hn77bdlwoQJ5ueWQB03bpx8/vnn8pe//EUOPfRQyc7OFv3cL7/8Im+88YapSKXZI4BAtceJXiKCQOU18CIBBKoXs0JMCFTeAS8SCKtAXbphq3w2r7jS9KcVuZHU1K+bZKTp8T1bylFdm3sxZaGICYEaijT7bpEIVN+lLBQBI1C9leZ1v2+Wdx+cKbsKiyKBtevRRE6+dn9HAlWBqjm/5557Yo6nFaiHHHKI/O9//zPiVLfln3HGGXLwwQfLF198YQRqTk6ODB061AhWFa1W00rVIUOGyAknnBCRr44EHfBBEKgBT7CTy0OgOkmTsZwigEB1iiTjOEkAgeokTcZyikCYBOqa3Hz5fN5aU2n63ZKNEYS1aonZnn9Cr1YyoFtzqZtU2ym8jFNFAgjUKoLjsYQSQKAmFC+DV5EAArWK4Gw+9v3HS2z2LO72+5xsWbt0c5ln9jsiSxpmpNgeq0nrhtLpgGZl+qtAnT9/vvTv37/E18466yzRLfgqUEeMGCHPPvusDBo0SNq0aWO26uvnxo4dawTqzJkz5dZbbzWCNS2t5Fnud955pxGsjz32mO1Yw94RgRr2NyCO9SNQ44BFV9cIIFBdQ81EcRBAoMYBi66uEQi6QM3ZtlOmzFtnKk2/+m19Ca4D92shJ/XOkqO7NZeGqXVcY85ElRNAoFbOiB7uE0Cgus+cGSsngECtnFF1enz69BxZPKvk3x+qM57dZ4+/ole5AnXOnDnSo0ePEkMNHz5c2rVrFxGo+ufoP/7xDyNIhw0bJk2bNhWVrypQJ02aJA8//LB89tlnZcJ5/PHHzRmrr776qt1QQ98PgRr6V8A+AASqfVb0dI8AAtU91sxknwAC1T4rerpHIIgCdXvBrog0/c/Pa0rA/GOXpmaL/jHdWkiThnXdA81McRFAoMaFi84uEUCgugSaaeIigECNC1fcnb/7KM4K1LnZsi5GBWr3w+OrQG3apvwK1Mq28Gu1qVao6nb8oqIieffdd+WHH36ICFSrAvWtt94qc9apVqBqs36MG1gIH0CghjDpVV0yArWq5HgukQQQqImky9hVJYBArSo5nkskgaAI1N27Rf5vvm7PX22qTYv0E3vagR0yzBb9Y7u3kKz0eonEydgOEUCgOgSSYRwlgEB1FCeDOUQAgeoQSIeGUXn6zoMzpGjX3r+HtNsvU06+7gBHZrBzBqoK1AEDBsjUqVONQFWZqlWlVgWqdQbqlVdeac5HtZr+nfDMM88UrWbVowBo9gggUO1xoheXSPEOeJQAAtWjiQl5WAjUkL8AHl2+3wXq1IUb5KPZq8y5ptt27opQ7pnV2FSaDuzRUjo2beBR+oRVHgEEKu+GFwkgUL2YFWJCoHrvHchdv12W/rRBdm4vlLRm9WTfQ1o6FqRKUP237vXXX19izKysLElNTY1s4VeBGt2iBWqtWrVk3Lhx8vnnn8stt9wihx12mGRnZ8v9998vK1asMOenZmZmOhZz0AdCoAY9ww6ujwpUB2EylGMEEKiOoWQgBwkgUB2EyVCOEfCjQP3h9xwjTbXSNHvrzgiLfZo1NNJ0cM+W0q1lI8cYMZD7BBCo7jNnxsoJIFArZ0QP9wkgUN1nXpMzqkBVGVq6PfTQQ9K7d28jUEeOHClHHXVUhQK1oKDAXC71wQcfRPrpJVRPPPFEmYulanK9fpgbgeqHLHkkRgSqRxJBGCUIIFB5IbxIAIHqxawQk18E6tyVufLxnNWm0nRlzvZI4nRLvkrTE3q1lP3bpJPQgBBAoAYkkQFbBgI1YAkNyHIQqAFJZA0tQ9+flStXmkul9Pc4rUzVCtU6dbhc025KEKh2SdFPEKi8BF4kgED1YlaICYHKO+BFAl4WqAvXbTHSVCtN9edWy2hQV07pnSUn9m4lB3dki5kX36vqxoRArS5Bnk8EAQRqIqgyZnUJIFCrS5DnlcCcOXPk5ptvNhJV26effopEtflqhEqg5ubmSn5+vrRo0SImnry8PNHy5tJnQEyePFn69OkjzZo1s4k1mN0QqMHMq99XhUD1ewaDGT8CNZh59fuqvCZQV+Rsk0/mrDGVplp1arV6yUmm0lQ//tilqd+xE38lBBCovCJeJIBA9WJWiAmByjvgFIHCwkKZPXu21K1bV3r16uXUsIEfJxQCdf369XLFFVeYA3i1paeny/nnnx+5bWzbtm3mQN358+ebr+t5EFrWbAnTwYMHy+jRo+WII44I/AtR0QIRqKFOv2cXj0D1bGpCHRgCNdTp9+zivSBQ1+ftkE/naqXpavl+6cYSrCxpemz35lK7Vi3PciQwZwkgUJ3lyWjOEECgOsORUZwlgEB1liejQSBeAqEQqOvWrZP33ntPTj31VGnQoIG89NJL8tFHH5nP1atXz9w89vHHH8uECROkfv36cu2110rbtm3l7rvvNjwRqMWvFQI13m8v+rtBAIHqBmXmiJcAAjVeYvR3g0BNCdS8/MI90nSV/G/BhhJLPXa/FmaL/sAeLSQ1OckNDMzhMQIIVI8lhHAMAQQqL4IXCSBQvZgVYgoTgVAI1NIJXb58uVxyySVy3333Sb9+/WTYsGHm5rLLL7/cdNUzILQCVbfu66G60QI1Oztbbr/9djnkkEPk4osvDtO7gkANVbb9s1gEqn9yFaZIEahhyrZ/1uqmQC3YVSST5hZvz//sl7UlIB3RuanZnj+4Z0tJq5fsH4BEmhACCNSEYGXQahJAoFYTII8nhAACNSFYGRQCtgmEUqC+88478vTTT8vEiRPNeacqSG+44Qbzo7aff/7Z/Prtt9+WtLS0iEDVsyFUsrZu3VoeeOABc9BuUVGRbdh+76iiqnHjxn5fBvEHjMCWLVtM5Xjt2rUDtjKW42cCejRMcnKy+aBBwCsE9Bx4/Y/hlJSUhIX0+bx18uFPq8wW/ejWr32GnNS7lRzfs6U0b5S4+RO2MAZOGAG9f0A/9M9yGgS8QkD/jad/ljds2NArIREHBAyBsP2bnH/j8eJ7iUDoBOpvv/0m1113nZx44olmq77+L87AgQPltttukwEDBpjcLFy4UK688kqz1T8rK8sI1BEjRsjrr79uhOpDDz0UuaVMt7VHN/2HiY5Z3VbdcZx6PnocXZf+Op6WiDjimd/qG5Q4WE/Z7FflvSzvHXLqPanKO8ozwSLg5HsZLDKsJogEpi3dJJN+2SCT5q2X/IK9/7HctUUDGdy9qQzs1lRap6cGcemsySEC/J7pEEiGcZQA76WjOBnMIQJhey/1/hoaBLxCIFQCdcWKFXLVVVdJ9+7d5e9//3ukYs0SpIMGDTJ5iVWBqp/XrRx6XmqHDh28kj9X4+AMVFdxM5lNAmzhtwmKbq4SYAu/q7iZzCYBJ7fw/7A0Rz6cvcps0c/ZtjMSQcemDeSU/bPMFv3OzancspmaUHdjC3+o0+/ZxbOF37OpCXVgbOEPdfpZvAcIhEagLliwwGzL1zNPx44dK0lJey8q0DNQtfr0sssuMymJdQbqYYcdJmvWrJG1a9fKc889JxkZGR5In7shIFDd5c1s9gggUO1xope7BBCo7vJmNnsEqitQ567KlQ9nqTRdLatzt0cmbZWWaoSpfvRqnWYvGHpBYA8BBCqvghcJIFC9mBViQqCG8x3QvOvF6LobOjU1XDt69PgpdXdeORYtFAJ1/vz5Zrt+nz59zI/WNnQ9a0nPQH3mmWfkk08+MT/q56655hpp27at3H333eY71LpEqm/fvjJ8+HDzuQkTJoTurCYEajh/w/b6qhGoXs9QOONDoIYz715fdVUE6qL1W0yVqVabLl6/NbLE9PrJRphqtelBHTK9vnTi8zABBKqHkxPi0BCoIU6+h5eOQPVwchIQ2saNG+WJJ56Q6dOni/5ZqU3vpBk5cqQcfvjh8uWXX8qcOXOM4/JC+/e//23i1TuDXnzxxUhIWrA4dOhQOfXUUysMM9Z6LrroIrOD/JZbbvHCEiUUAlXl6COPPFIGuFaj3nfffaKX0IwaNUq0SlVb8+bNTX/90RKod9xxh3lJc3Jy5NJLLzVfe/LJJ0N1cQ0C1RPfswRRigAClVfCiwQQqF7MCjHZFagrN22PbM//ZdXmCLiUOklyyv6tjDjtv28zgELAEQIIVEcwMojDBBCoDgNlOEcIIFAdwejoIJvWrpbFM7+XHdu2SnqLVtL9iKMcG19F6fLly80O6n322UdWrlwpH330kbRo0ULOOecceeWVV2TKlCnywgsvODZndQZSgfrUU0+Zoy9vv/12OeqoYhZ2BWqs9SxevNgULrZs2bI6oTn2bCgEql1aubm5xuw3a8Y/CmIxQ6DafZPo5yYBBKqbtJnLLgEEql1S9HOTQEUCdePWnZFK0xm/55QI66TexdJ0UA9v/OXVTWbMlXgCCNTEM2aG+AkgUONnxhOJJ4BATTzjeGZYs2iBvDHmZtlVWBh5rMMB/WTIX+6KZ5hy++pO6DPPPNMU8JVuS5culauvvtr4K6vw7/nnnzeFgO3atRN1W99//70MGTJEjjnmGHn00Udl6tSpRkaecsopZtx69erJd999Jw8++KDk5eWZKXr37m3kpx4XoAWGKm+PPvpo+eCDD4wYveSSSyQlJcVcuL5t2zYz6nnwpgAAIABJREFUlrVLWwXqxIkT5cADDzRVs2+88YbZ/R0tUMubTwsVY63nscceM/L42GOPNV+/9dZbpVevXibW9evXm2M67733Xmnfvr2Z7+233xbd9q9r1nmdFq8IVEde7XAMgkANR579tkoEqt8yFo54EajhyLNfVrm9YJf87ZN58u2iDVJLRP6wT1O57YTuUrRbIpWmXy/cUGI5x3RvbqTpSb2ypE6SPkWDQGIIIFATw5VRq0cAgVo9fjydGAII1MRwtUb99u3X4ppg8Y8/yJqFv5V5ptfRA6VRk6a2x2rWvqN0PugPZfrfeeedMm3aNCM7DzroIOnSpUvkGEmVlw8//LDMnj1bbr75ZvOsiks9jlLFp4pQFY368eGHH5rPWVv9VZheeOGFRn7qEQALFy6Ubt26if5Hu162fuihh8qNN94oP/30k/mxR48eJgad6/333zcFh/p8QUGBqODUozA7duwolkDVndp/+tOfzLMqgaMFannzXXnllTHXc91110nPnj3liiuuMB9ZWVkyZswYs16VuFqR+9Zbb5kf9fgAXaNe+q4x6XEH1rGctpNRSUcEqlMkQzAOAjUESfbhEhGoPkxaCEJGoIYgyT5a4rWv/2hEaXRr2ThV1mzOL/G5w/ZpGtmi3yCljo9WSKh+JoBA9XP2ghs7AjW4ufXzyhCoic3ev8fdKwu//zaxk8QY/dSbbo8pULWK9OWXXzZyUH9P0nbkkUeaSky91DzWlverrrrKiNYRI0aY/ipFVZSq8NQ7fbS9++67pnpT5ac2/fmMGTPMhel6DmmDBg2MjLQE6uTJk00lqUpbPcdUq1xVamrTs01VlmqlqyVQX3vtNbOV//PPPzcVqRdccEGJM1DLmy/WelQIWwJV41D5q9WwWj171llnyemnn24ErZ6VqmevnnvuuSauX375xVz+ruzq1HHu77QIVNe/Pfw7IQLVv7kLcuQI1CBn179rQ6D6N3dBiFy346/dnC9rcvONJB39/lzZpeWmMVrfdhly8p5zTZs2TAnC8lmDzwggUH2WsJCEi0ANSaJ9tkwEamIT9s1br8Y1wRKtQF1UfI9OdOs54Li4KlCbd+gUU6BaY2rely1bZqpR9bxTrerUrevlCdQDDjhALr/8cvP4kiVLzM+1arRu3bqRMPUyda1gte4LatOmjXTu3FkWLVpktuirAC0tUIuKimTQoEHmOWsbvYrL4447zojLaIGq9wxp1apWjb755psRgVrRfJUJVP37gspglaq6ZV/PiNUt+3rcwIknnijJycmSnp5eIhfjxo2Tpk3tVwNX9gIgUCsjxNcjBBCovAxeJIBA9WJWiAmByjuQCAJFu3dHpKglR0v8uEeY7iwssjX9V6OOkvaZDWz1pRMEEkUAgZoosoxbHQII1OrQ49lEEUCgJops1cZds+g3ef2OUVK0K+oM1P37ypDb/lq1AUs9pdWjWmkZ3UaPHi2rVq2Sf/7zn0agapVn9I33WoEaLVC1ilVFpp6BqlvxSzet4tTLnrSqVZtWbWo1aiyBqu/fwIEDbQlUHUvj0mpXFZtaharVqxXNF2s90RWoOuZDDz0k8+fPN9v0tSJWzz/VplWoKne10jaRDYGaSLoBGxuBGrCEBmQ5CNSAJDJgy0CgBiyhLixn285dsiZ3u6kYjSVF9XPr8nbYiiSlTm1p0ThVWqalim7Vn7Y4u8yzfdqmy3tXH25rPDpBIJEEEKiJpMvYVSWAQK0qOZ5LJAEEaiLpVm3sTWtWy+KZ38mObVslvUUr6f7HAVUbqNRT+mejbk+/+OKLzZmkep7nrFmzzJmep512mhGeKjr1wicVj7Vr1zbb+vXz0QJVh73sssuksLDQyEa9cGrevHnmWa0e1Q+VkXpeqVa5/u1vfzNzOSFQVQCrvNW1qAhVgVrRfLHWo2eaWlv4dS2LFy+OXFp13333Sb9+/Qy5CRMmmK39eoar9l+xYoU5G1XX5WRDoDpJM+BjIVADnmCfLg+B6tPEBTxsBGrAExzn8rK37ixXiq7dvF3W5O6QzfkFtkZNq5ccEaOWIG2xR5Rav85ssHeLlg767eJsufWdn+T37G1mjvZN6sv9Q3rLoZ2a2JqTThBIJAEEaiLpMnZVCSBQq0qO5xJJAIGaSLreGlt/D9JLpL7//vvI+acaod5Gr1vXtapTpagKRr0ESpsKRBWGffr0MdLUanq26V133WUukrLaSSedJNdff71MnTrVSEf9szgpKcncWl+/fn0ZP368uWBK57LOQI1VgaqCV7fwawVo9BZ+a5433nhDnn/++YhArWi+WOsZNWqUEaLDhw+PxK5zqgPQ7ft6Nqs2jV+PFpgyZUqkX9u2bU2lrpMNgeokzYCPhUANeIJ9ujwEqk8TF/CwEagBT/Ce5em5ojG30peqIi3YZW9LvSVAtWq0tBS1vlavblKV4f66cqNIrVrSNSujymPwIAScJoBAdZoo4zlBAIHqBEXGcJoAAtVpot4fT3Oek5NjBKFWj2qlaemm2/T1fNPS2/1L98vPzxft26RJkxIXK+nvd3osQKtWrRy9cKk8upXNZ3c9scbXsTds2GCqaCvjUZXsI1CrQi2kzyBQQ5p4jy8bgerxBIU0PASq/xO/ZUdhGTm6ds8Zo5Y0XW9zS3295KRI1WgsMWptty/+P/TENd1Kpf9Tn5qamrhJGBkCcRJAoMYJjO6uEECguoKZSeIkgECNExjdIeAwAQSqw0CDPBwCNcjZ9e/aEKj+zV2QI0egeju7G7bsqPQyJhWodppul48+bzRWFWl6/WQ7QyW8DwI14YiZoAoEEKhVgMYjCSeAQE04YiaoAgEEahWg8QgEHCSAQHUQZtCHQqAGPcP+XB8C1Z95C3rUCNSaybBulY++hMlUjJaqGtVfFxbtrjTApNq1isVo1GVMKkdLy1K9sMkvDYHql0yFK04Earjy7ZfVIlD9kqlwxYlADVe+Wa33CCBQvZcTz0aEQPVsakIdGAI11On37OIRqM6nJi+/cK8cLSNF9fb6HZK9xd4t9f/P3nfASVKU7T/dPWnz7WWOdCSRI0pGAQFFMoiCCoIoQTDwB0RB/UD0E0wEAUFBFMSIAh9BMkpQCRIky5HhOC7HjTPT6f9736rq7kk7M7uzuxOqj6aqK9dTtT3dT7+hIxkrS4zO7ErWfhKT3KImUCd5AXT3RRHQBKreGPWIgCZQ63FV9Jg0gar3gEZgchHQBOrk4t9QvWsCtaGWq2UGqwnUllnqhpqoJlCrW65l/Rnk2xfNlxwdrFClfnpnstDeaI4UaRJdqfpQqa8OpbGX1gTq2DHULdQeAU2g1h5T3eLYEdAE6tgx1C3UHgFNoNYeU92iRqAaBDSBWg1aLV5WE6gtvgHqdPqaQK3ThWnxYWkCVWyArJOrUl9MnX5pXxrkzb7cEbfMQGq00OZoMvBaT+X0URwBTaDqnVGPCGgCtR5XRY9JE6h6D9QjAppArcdV0WNqJQQ0gdpKqz3GuWoCdYwA6urjgoAmUMcFVt3oGBFoBQK1b9jOsTeaQ45KFftVg9mKkOxOxVlqdFZ3KD2qnDEpspQkS/UxNgQ0gTo2/HTt8UFAE6jjg6tudWwIaAJ1bPjp2uODgCZQxwdX3apGoFIENIFaKVK6HDSBqjdBPSKgCdR6XBU9pkYnUEkqNOqMicnRtWlwuiRHh7JuRQs9kx0xJXNsjs7qyXXORDZJ9TH+CGgCdfwx1j1Uj4AmUKvHTNcYfwQ0gTr+GOseqkdAE6jVY6ZraARqiYAmUGuJZpO3pQnUJl/gBp2eJlAbdOGafNj1SqBmSKW+hGf6JX3DATnql9eoB3mfV1KigbRoHjFK6aZhNPlqN870NIHaOGvVSiPVBGorrXbjzFUTqI2zVq00Uk2gttJq58515cqVMAwDU6dOrSkIjuPg8ccfx4oVK7DLLrvgmWeewQEHHMB96aMQAU2g6l1RMQKaQK0YKl1wAhHQBOoEgq27qhiBySBQ1wwVV6kXzpmIHM1g9VBlKvVT2uPFJUYjzph6OxIV46EL1gcCmkCtj3XQo8hFQBOoekfUIwKaQK3HVdFj0gRq6+2Bu+66C1deeSXot5KOtrY2nHbaafjIRz4yZjCIPP3EJz6BZDKJ2bNn45Of/CQuuOAC3HPPPbAsa8ztN2MDmkBtxlUdpzlpAnWcgNXNjgkBTaCOCT5deZwQqDWBWsz5Ur6Kfdour1JPH5Nns0p9KnC6FJUiVfZG2+L6oWmctsakNqsJ1EmFX3deAgFNoOqtUY8IaAK1HldFj0kTqPW3B5xVaaRfXgUv7SA2LYX27WbWbJAPPvggfvCDH+CYY45hotPzPNxwww246aabmOjceeedx9TXE088ge985zsgktY0Tbz44os444wzNIE6AqqaQB3TlmutyppAba31bpTZagK1UVaqNcb58uI+XHzfq3j23dVIxS18dItZ+O6hW5ac/LDtBmrzOTZGpZ1RRZxWgl57wkKhd/qUdM4kQiJO9dG6CGgCtXXXvp5nrgnUel6d1h2bJlBbd+3reeaaQK2v1cku7MfyXzwH3w1tX6U278X0L2xVk4EeffTR2HjjjXH++efntPe1r30Nq1evxnXXXYfXXnsN5513Hvbdd1/cdtttXO4zn/kMn3TQs9+ll16Kf/3rX2hvb8ehhx6KI444guufcsopnD9z5kxsvvnmTNJGCdQ33ngDP/rRj/D2229jypQpOPHEE7Hffvvh1Vdfxfe+9z1cc8013Oadd96JBx54ABdffDH3SSFJtH72s5+tCQ711IgmUOtpNep8LJpArfMFatHhaQK1RRe+Tqd9wGX/BJGo0WP/rWbjw++bkUOUKunRtcN2RTOZ2pEotDcaUacncrSnLV5RW7pQ6yKgCdTWXft6nrkmUOt5dVp3bJpAbd21r+eZawJ1fFen728Lquog/coqZN/tL6jTsdNsWD3JituKr9OBti2n5ZQn9XqyRfrtb38be++9d07eHXfcgcsuuwz33XcfXnjhBZx55pl4//vfjyOPPBILFizA9ddfz1KqPT09+O53v8sk66mnnsptXHjhhTjuuOOYcL388svx2GOPcR9dXV2g+54iUKl/am/DDTfEscceC5JWJYKWyNhNNtkEhxxySCAFS0Qska1E6K633no46KCDQCRvLcwMVAziBBXUBOoEAd0M3WgCtRlWsfnmoAnU5lvTRpnR4rVpLFw9hPdWD+O9NcN4ZUk/bn9uUVXDt0wjx9YoEaHFpEgTMbOqdnVhjUAxBDSBqvdFPSKgCdR6XBU9Jk2g6j1QjwhoAnV8V2Xl7/6L4ZdWjm8nRVqfduy8AgJ16dKlrLp/0UUXYdttt82p9eijj7LU6c0338zSoUSgEpmqHD8RgUlpu+22G0ucEmG6/fbbcxv/93//h+XLlzMBe+ONN+LWW2/FH/7wB86LqvATsUpSpkTGzpkzh/OJUN1pp51w1lln4Ytf/CJ22GEHlnQliVYiVXfffXcmZmnc1DZJrTbboQnUZlvRcZyPJlDHEVzd9KgR0ATqqKHTFUdAwPF8SYwOYSERpJIkpXDhGnHtVeKqHgCp1h+w9Tq5RKm0QTqzq/Kv03rBNAJjRUATqGNFUNcfDwQ0gToeqOo2x4qAJlDHiqCuPx4IaAJ1PFAN2+z72ztVdZCevxqkxp9/dOw0q0oJ1M6SEqjf+ta3sM8+++R0oSRQ77//fjz//PMFBCo5gzr++OMxb948JjpnzJiBRCJ0/jp16lRccsklIxKot9xyC0uUknq+Oshe6sDAANf91a9+haeffhoHH3ww/v73v+OjH/0o/vKXv7C06q9//Wv88Y9/rArLRimsCdRGWak6GKcmUOtgEfQQChDQBKreFKNBYCjrstQoE6OrhwJSVKWRin25Y1pnAutNace6vW1Yd0obhz+9/1Xkq+UfueP6uPCIbco1p/M1AuOOgCZQxx1i3cEoENAE6ihA01XGHQFNoI47xLqDUSCgCdRRgDaOVUh9f9lVzwFRG6jv68X042tnA3Xu3LnsSCp6nHbaaRgaGmIbpCMRqCQRStKhpHa/5ZaFPhlGkkB9+OGH8cMf/jBHkvTzn/88Nt10U5xzzjl47rnn8PWvf51JWrKLuscee7ANVZJKJcKWJGCb8dAEajOu6jjNSROo4wSsbnZMCGgCdUzwNW1lIjFZcpRJUqFmryRHKW3VYLbs3NfpSTEpmk+SKrK0mKf6e15cggvufBnvrh7i9j+06XT89NPbQUualoVbF5gABDSBOgEg6y6qRkATqFVDpitMAAKaQJ0AkHUXVSOgCdSqIRv3Cs7KYaRfXgUv7SI2LYX2D8ysWZ8PPvggk6dHHXUUE6G0/iTZSWr4F1xwAXbeeecRCVRS5T/ppJNA9kypPDmLevnll1lylMjQkQjUtWvXgpxYkUo+tfHkk0+yQyllk1XZaKXJ0njIhirZWZ0/fz7OPfdc7LnnnjXDoZ4a0gRqPa1GnY9FE6h1vkAtOjxNoLbmwi/vzzA5GqrXS1V7KVU6kHFGBCZmGjmSo+tOacd6EUlSIknJPuloj7eXrkZ7KoGZPR2jbULX0wjUHAFNoNYcUt1gDRDQBGoNQNRN1BwBTaDWHFLdYA0Q0ARqDUBssCbuuusuXHnllaDfSjpIFT/qoImcSNF11AYqqfCfcMIJOPDAA0G2VMmWKTmSUgep3ZMUKzmaIlV9ZQP1pZdewumnn4577rkHlmXhoYceYtKU7od0qHqqHeWY6mc/+xkn3X777aC4IlQbDOqKhqsJ1Ipg0oUIAU2g6n1QjwhoArUeV2XsYwrU6wOSdChQuSdJ0qzjjdhJW8LCelKtXkiMtgdq9pROzprG8xgcHEQ8Hs+xNzSe/em2NQKVIKAJ1EpQ0mUmGgFNoE404rq/ShDQBGolKOkyE42AJlAnGvH66Y8cP5mmiWnTpo1qUOl0GiRVSvVjsVjFbXieh0WLFnG9tra2ius1a0FNoDbryo7DvDSBOg6g6ibHjIAmUMcM4YQ3YLteRL1eSpEqVXspQeqXGVVPW1yq1wvbo/kk6bSO0FD6hE8QgCZQJwN13Wc5BDSBWg4hnT8ZCGgCdTJQ132WQ0ATqOUQ0vmTgYAmUCcDdd2nRiBEQBOoejdUjIAmUCuGShecQAQ0gTqBYFfY1WDGCdXrJSEq7JGSLdI0lvWXd9A0ozMpiFFJjobq9UKStCtV+ZfTCodd02KaQK0pnLqxGiGgCdQaAambqSkCmkCtKZy6sRohoAnUGgGpm6kpAppArSmcujGNQNUIaAK1ashat4ImUFt37et55ppAnfjVWT2UFd7rc2yQCo/2C9cMYc2QXXZQc6a0FdgcFSSp8GqfjJll26jnAppArefVad2xaQK1dde+nmeuCdR6Xp3WHZsmUFt37et15m++cQ/ufu7XWDa8Eut2zMZhO38Ns+bsWK/D1ePSCDQlAppAbcplHZ9JaQJ1fHDVrY4NAU2gjg2/YrWX9qVz7I0qslSFJGE60hG3zNDeaJ5jJuXV3hi9f6baT3gcWtQE6jiAqpscMwKaQB0zhLqBcUBAE6jjAKpucswIaAJ1zBDqBmqIwIJ3HsYRD34Fw5EH6HU8H//3yXvQ2b1eDXvSTWkENAIjIaAJVL0/KkZAE6gVQ6ULTiACmkCtDmzfB6vSC5V6ITUaSJLKa7JROtLRTg6ayClTb1ueoyZhi3RW9/g6aKpuxpNTWhOok4O77nVkBDSBqndIPSKgCdR6XBU9Jk2g6j0waQi4NjCwFBhYAvQvRd/aBfjF/N/j/jVr8cH/+ugZBFZ2Aw9vbeKszQ/CYfv8aNKGqjvWCLQaAppAbbUVH8N8NYE6BvB01XFDQBOoudBmHC9Qpc+XHCXSdNGa4bJrMaU9zkSoIklFXDlqakNv++Q6aCo7gToooAnUOlgEPYQCBDSBqjdFPSKgCdR6XBU9Jk2g6j1QUwSyA0yGRonRbP9iLOlbgCWDS7AksxKLs31Y4mexJBbDEsvC4piFQVOYtJq5xsePr3PREXEjsLTXwLtnfxDHfvxXNR2qbkwjoBEojYAmUPXuqBgBTaBWDJUuOIEItBqB2p8WDpreWz1UIDlK6cv7M2XRn9klHDStJ+2Nhl7shURpR7K+HTSVnWAdFNAEah0sgh6CJlD1HmgIBDSB2hDL1HKD1ARqyy159RMeWhVIiUaJUYovH3gPi4eWY0l2TUCKLrYsQY7GLKywrKL9xV2gLQOksj7askB3xsAsO44dXsxi1prdsWidDyKb6EYqvQrrvfcwEgfH8aFvaAK1+sXTNTQCo0NAE6ijw60la2kCtSWXve4n3WwE6qrBbES9vpAkXTtc3kFTqFrfXuCoifISVmM7aKr7TQlAE6iNsEqtN0Ytgdp6a94IM9YEaiOsUuuNUROorbfm8D0hIdq/RIZSjZ7ThPRo/+AyLMmswhI4IEJ0OWJY6cWwxrMw4FoYckzEbINJ0DZJgqY4Ls+MIEbp7Mwa6MgaSGWBRMaD6folQV81dQs8u81XC/IP2HoxNv7KZ1twsfSUNQKTg4AmUCcH94bsVROoDblsTT/oRiNQl6xNY2HE9qiSJBUe7IcxnHVHXLNETDhoClXqC0nSpl/0BpigJlAbYJFacIiaQG3BRW+AKWsCtQEWqQWHqAnUJll0e1iqzQti1FvxLrwVi+CtWgxv9TK4a1fB61sDZ6Afqx2g3yUiNIkhN4GMF4frxOE5cRhuDDEnjoRjIu7EEHdjMBCDZ1rwzRg8IwbftDj0zBh8w+IwGvc5T6QHca5H9S34VhxeLMEhx1U5w4KNGOzMS3CzL8D3hmCYXbCS22G3HTfFTl/+WJMslp5GKQR838eyZcvQ09ODVKpyXxN33303dtllF0ydOlWDWyMENIFaIyBboRlNoLbCKjfeHOuJQHU9v4hjpqHAURORpI5X+usyoU/q84ocFaF01iRtkM7oSjbeIrXgiDWB2oKL3gBT1gRqAyxSCw5RE6gtuOgNMGXHcbBmVT+mz+xtgNE2xhA914frevAcH65DoQeX0lSc0iP5ru3CGRyGM5Tm0B3OwBnOwB0YhDPYD3doCE46DTedBZX1bBeuA7ieAc8z4PoWPMTgEklJZKckMBXhyeSnSpPEZ70i6dkLkB24qWB4ux55Dj50xK71Omw9rjEisGrVKlxxxRX497//DfqtpKO7uxtf+9rX8KEPfahs6/vuuy9+/OMfY/vtty9bdqwFDj30UNBzZv5x//33j7XpuqqvCdS6Wo76HowmUOt7fVp1dBNJoA7bbg4ZqrzYC4nSISxeG7HsXmJByAETE6OSEBXxdpYqpbQpbfFWXcqmmrcmUJtqOZtmMppAbZqlbKqJaAK1qZazKSbz9+tfxiuPLwFJfXVNTWGngzfCFh9cp27n5ntEPPqCkOTTh+eKMEpUlsyXZRWhGZQL2lTtSfKzVHnqOyAyJRlKbbhAGfmBOsLWg2G4MAwfhunDtADLMhGLWYgnYojF47DiFqxETJwxE4YFmIYDUD04AFyArinuO/B9W4YOfM+G74nQo9O14bs2XFfEPScL17HhOll4jg3HJnI4i6G+tegxp2LDznlIWR0YcvrwVv8LeN/+h+DDxxxRR/i13lBWr16NV155Bel0miU9t9lmm5qBQETpu+++i/POOw+bbLIJ3nvvPdxxxx2YNWsWjjrqqLL9TDSBevDBB4P6VIdhGJg7d27ZcTZSAU2gNtJqTfJYNYE6yQuguy+KQC0J1L5hO0+9fjhw2LRwTRorB8o7aJrVnZIOmoqTpO2J4kbj9fI2FwKaQG2u9WyW2WgCtVlWsnnm8cjNr+Pt55fDyXqYtVEPdjl0Y/TObm+eCeqZNBwC/7n3HTx2yxsF4z76u7sg0RYT0pNRKcmoRGUgTSnKCPIyT+oySmxGpS/z6goSM48IzSMuVftE9Nb/4cP0HJieC8OPhg5M34VBefkhHCYkfcOFbzhwDReO6SBrechYIm5TaFGaCzvmIBtzYct023Lgxny0pdqQSrajra0DnbEUOqwU2s0kn21mAinEkSQJVCIsnSycbBZOJiPCrApl3Jb5Ms91iCgd/6MnMR37r3tCTkcZdxj9u6ex3WGHjv8AdA9FESBC89prrwWZ/FDHpptuimOOOaYmiO2///444ogjcOKJJxZt7/bbb8fDDz+M9vZ2PPnkk6zeT6TrnnvuyeWJzDzggAPw1FNPgaRZP/rRj+IrX/kK2tra+APRDTfcgJtuuonJ34985CM4+uijMXv2bLz22mv47ne/izPPPBO///3vue5vfvMbPPHEE7jsssuwcuVKlmolEnfrrbfmvkgC9fjjj8fHP/7xnLHSs+cZZ5yBD3zgAzj55JM574EHHsBvf/tbXHjhhZgxY0ZNsJqoRjSBOlFIN0E/mkBtgkVsoimsGbJx/aNv45XFazC1M4WPbTUbe2428g14xUAmkCBduFqRo2HYlx7ZQZNhIMdzPXmsZ4dNEVX7mGk0Ecp6KqNFQBOoo0VO1xtPBDSBOp7o6rarRYBIKiKroseMDbpwxNk7Ar4PooSYF6K4TwH9T6QVxLlYsXxRV9RT8cK2wz5K9McNRNuI9pfXB00oGHOZ8QftjtBeDgbceB4uI/QnMQyxKYNRXtsFuEn8w/WpDvMR28tbVzXPitdVjj26Z4r3J8jG3H0UzoMkNxuCj4z84dCjp0nSkoYPEx6fhu8yIUmkJZGThmvDdG0YTlacdiYgLblMDqmpSM5ihGdIgJo+tU39iNCyXMRMB5aZRczKwjQdGHEHsFwYMRdeDBiOm+jn0+KwL2aiPxZDfzyOAcvCgAHY9MANA4ZvwPIMWK4IY64ZXMc8AwnPQoxPAyYLfnrV3obGXJ4k7GKJJGKJRHjGKZ6ElYgjxnFxTdKrFLeCtEQkP5IeSyDmxGA5FqysBSNjYPDZJYivjhWM19+tDesftuOY56EbEAg89NAhGTQAAAAgAElEQVRDVUFBRCORqPkHkYukal/pQRKlW2yxRUFxIjEff/xxJlF32mknbLbZZkyWqoPI2z/96U8gyc9tt92WydC33noLd955JxchAnXKlCn4/Oc/z/VInf9b3/oWPvzhD7MkK5kHOPXUU1lK9Je//CWP+fvf/z6ef/55Jk+JaP3Yxz7GxCyFJ5xwAj796U8zQXvvvfeC1PNvu+020N8BEagbbLABNt9882B8lP7Vr34V//jHP7jd733ve9wXEa2nnHJKAdlaKV6TWU4TqJOJfoP1rQnUBluwJh/uIT/7F154b23OLC88YhvMnd6Ro2YfddiUtkd20JQkB01EiEq7o6E3e0GSrtPT1uSo6unVCgFNoNYKSd1OLRHQBGot0dRtjYQAkV7D/TaG+7IY6s+KOId0LeIL569iyVN9aATqEQHfGwD8LAyrB4DF0qfxpAXTMlht27IMmBTGTJgxg9W8VajSTN+T5CIRkYLE5NOhMyNITDqzdA4DmWEYmWEgPQRjeAgYHgTSg8DQAJ8hWSmkNQXxSYRm+b8j3zDg0mka8EwKTfgkhdaWgp+Mw0tY8OMiz7M8eAadLjw4cOHC80kCFPAMU7QDE0JhnUITNkxkfRO2b8L1TPieOQnLSmRmhMhUxKVKk8Qml5EkpiA5iQCNhER+MtmZnx4hOSMkqGkVEpv5k/czLtz+bHB6HLfh9mUh4uL0BkcW5shvt+egjdG1x7qTgHVzdkkSmfPnz5/wyREpWYxAXbt2LX73u98x2amkXIn8JCnS3t5eln4lgpXITzrI0dRnP/tZXHPNNUxU5qvwn3322Zg2bRrOOussJlXXXXddLk/Hf//7X/zqV7/ivihOBOott9yCzs5Oziey9cEHH2QilA6yE01lLr/8ch47EahkwoDaVIdpmkH5Sy+9lAlXInSJZP3Od74z4TjXokNNoNYCxRZpQxOoLbLQdTbNrONh+UAGJD26oj/L4bPvrsGfnlhQ9Ui7UjFpazT0XB96s2/D9E7toKlqUHWFoghoAlVvjHpEQBOo9bgqjTOmzJBTQIIKUtTGUJ8gR9V1ukoSIIqCSeJ09J9hQAiiiTA3rsqwnFpQXtQTdXPbKNIedRq0HWkvUjenDS5e4ZiCNriTvDFVMD7ZV7H5FJ2j6KbM+OR8c+ZdAQaiSNWYFl+3cAzhGpUZg8RPzW/EdZVjLbauBWlFMPZdB4997/d46t1nYMeWwzdNmLaNpLk9jtxpqlDhHxyCNzgoziEKI9ecJq+LOFNR+5zJTCIxjZDM9EZIY8KTyiaT8JMJeHHy1h6DF4/BsyxJihKxydY34XouXN8VZgQ8F443OVK1runDtXw4lg8VN2IWzEQc8UQSiUQKyWQbUql2tKU60dHWhc72bnS1TUE8SRKbIRkaSG0WS4sQoqY1caayvCFBgBIRmkOCEhnK6Vl4Aza8dHVq/mZHHHRaMqS4uyaN/74+H69aizGMLDqRwvuddbHdZ/dA25bTGueHpM5HWisJVFJX7+mhjy+VHaUkUIN7hu9jwYIFTJZed911INX+008/vYBApfKUd9ppp7Hqfj6Bev755zPxSZKtBx10EOLxOBOa0eOiiy7CokWLmBy97777xL0fwDe/+U08++yzrOIfPci8wO67715ShV+VpX4PO+wwdoZFpgdIurURD02gNuKqTdKYNYE6ScA3YbckCcqkqCREmRwdEOToin5JlsrrtcOVf4mNWya2WKeLSdL1yDFTjqOmNnSntIOmJtxOdTklTaDW5bK0/KA0gdryWyAHAMf2BOHJ5KctJUVDaVEhORpekwftao5URxxt3Qm0d8XR1pWQp4i3dyXw0r/ew4KXVuU02d6dwBd+sns13eiyGoEAAa+/H25/P0Q4IEN13Q+nrw92Xx+XsQf64Q4MwBmkcxAundks3pgzE69t8wF4qVBNNrFqKbZ75lnEPC8kPZnwNIU0ZxEilNMtIjipjCkIU+FeiIwNTPiqWYaHGJ1mGML04MUsOHELdtxCJmYiTWr2lo9B00W/kcWwYTP5ySSoIkLVtSRIKT+V6kBvx1RM7ZqB6Z0zML17FmZ0zMT0tuk5Z1usjkkTH6EkqCRAA8lQJSFKUqMDWfh2eanfYJFNA1anIEXzidH8a0Wa0oeC6LHg7Xdw7W+uK9g3pH5NEoX6mBwExtsGKj235RON55xzDhOcJH2aL4G6cOFCfOELX8AFF1yAnXfeeUQCleyd7rfffjjuuOMKwFMq/FEClYjVd955Bz/72c+Kgl3KBqoqfOutt+Kqq67iSyJSv/SlL03Ooo2xV02gjhHAVqquCdRWWu3q5zqUdZn8DKRFSxCiKweyKGdrNL/3GV1Jlg6lc0ZXAqZh4KanFxYM8oTdN8K5B8+rfvC6hkaghgg8v3ANXliwEm3JOD642UzM7k7VsHXdlEZg9AhoAnX02DVCTbLbGJUCFeryEfX5PHV6OzOyWZv8OZP6siBC40yAcrxbXCtSVMXpWgqtlISuf1Ua91/7Xyx+fQ2X6ZiSxO5HboZNd5jZCHC3xhh9coDkwnMdeI4Ii147DjxZjvOj17Keyqd2XGovUo6vyWnP8DBcOtNpuBk6M+LMZuHZNnsjp7bJcU/Qh+fC8zxxGgZIutMzwKGIU0iq5yVs1BsmfJZ6NuEbJrLT14E9ZXrB+qYWv8XSqNEjhwYtueFlv5HuDcuCZcWE2r9lwjINtl9qmT4sqRxvkU1S34bpZ2CRuj7lk41TeUbjZPOU6pogr/Em3GQ7BlLtGEgkMZBIYNCy0GcC/fDQ79kYcNPot4eE9HbkKLgmG6SGhc5EJzrjnWEY70RHvAPtsfYgTFniWSfq0ErFi6VFy44mv9I6vufDz7rwsi58m0KPQ06zKU6OvijPC2wvh5DkUt3Seq7Ipj0TM2HEKDRgWGYYWirNAChOeRGLBpViFC1HTnzoXZyOeDwD2xZac2T7cscdtQ3Uybwh09q8+uqr7IiJVNi32WabmgyHJDUPP/xwJkR33XVXtk9KEqCkQk+OmkiNnwhUskVKavRU/sorr8QLL7zAtlCJeB1JAvXqq69mSdAf/vCH2GqrrUDk64033siSp8UI1KeffpqlUIm0P/DAA0HmBYhgpf1HtlmJQKX9SI6q1EHSqxtttBGbRaB65513HmeRLVQ6P/jBD9YEq4lsRBOoE4l2g/elCdQGX8BRDH8g40RI0aiEqIwPZECE6MrBDPqrVE8hb/XTOxOY3pXEDEmOMknalQivu5KY1pEoOvJv3vwCbngyVONfv7cdvz9xZ2w4rWMUM9VVNAK1QeDCe1/BlQ++HjRGL0XXfn4nfPh9jeVhsjZo6FbqDQFNoNbbipQfT2ZYqs33FdoQjZKlRJSmByrX2OD3f8sokApVBGkBIdpNNgNrb9Pwt1ddi3/NX4Ks62Hzdbpw4jGHYcYGc8sDU8cliPQoIBwrJRiJHFSEpSQY8wlLIh6ZcIwQk0woRurlXEcJS1mvKIGZR3S68nrcoWaCkwgmGVKc0kwKidRkD0lhnAlPUYbzZbzSNqgtblO1PcIEY3DgoLx9y3HHSHegESByeouVeGXGXPQZPej1VmOLxW/jo5sey+SaPpoPAbr3k6r9k08+Gdg/pVkSQfm1r32N1e+VEyk1+46ODiYmyaEUHUSg/uQnPwGZFKCDVPjpYxPZHyXC9ZJLLsHf//73ALz111+f2yQSlvqISqBSISJmyU6qssdKpO7FF1/M9laJQKXnzPyDnEyRtOsee+zB5CwdVIfsoZJ91xkzGusdSROozfe3Nm4z0gTquEE7oQ33DdtCVX4gK9XoI+rzEUJ05WAWA1WQovQsOqsrBZYWDUhRQZCy5KgiSbsS6G0vTopWC8RvHnkDL77+Lnq7O/Hl/bapWbvVjkOXn1gESALA83y4dNKLan6cVLBkmkfSMyXjKF5ftkv1vHJtRfoftj1cfN8rBWBsOrMTx31wLsjERNwyZGgiEYlH03PKxXLrUDmSwNaHRmA0CGgCdTSo1baOa3tFnCrlSolG1elHpTZPKvLdhWrzghQN05Ptk0sMXXTlH3DFu7m213bx38H1535OEJBFiEKWPixDMI6bhGSUsCxKYCoSszrJ3trusNG0RmSlIBQFIRkhF00ThmnxKWyISuJSGWLl7oT9WCYwI4QnXQekJpOWguwkdXYKRXzi7FUWQ4Y9qMdiOefA2tXY3/sbtsHLiMPBSkzBw9gVy3q3RxtJGrpZwM2yMygKRZzCjJTnFHKK4pfaj8h45sWtOGAlYcQSQCwJ24ojbVnImCaopbThIeO7SHsOMl4WaSeNjJfJmUa+KQDfEH2T1CipyqdiKbTF24I4SYxSGqfH2hAzY4F9Qx6zfL5Q4WjSytUple+TQzmSCs14IIdLJCEahl54LVXnBb608RTWApp8KVqTHH8lY1ChkaBrC0bSgpWMcRhcp2LS2HKIRbn5VIrVaNqJ1nnwrXvxP+ZuOeufwjB+O2Ml9tzq4NH84es6DYIAfZRbvXo1E54zZ84EOWZSh1LhJ8nT/v5+loCt9qDfzBUrVrCEayV2SWk8VD6RSFRl57XacdVreU2g1uvK1OG4NIFah4sih7RmSJGiGSxnG6KFEqIkKbqKSNFM5YbMiaiZ2Z3ETCJEiRwliVGWElWkaEiQ9rRNrH3Rs6+8Eanl/4Uh7UgtM3rx/046Du+fk/syVi+rVq+kH5m0ixKQTBrmEIiKgARGJiMFmel6sj1JXBZvK5eYjJKgQR9l2qqXdS02jnXMPvSaw3B9A0u8Lqz1a2vvK2aGJCwTr0yyFhKtIq10XkLVKVs/2t9I/chyeaQvjVcf9YGAJlDHZx0Cz/J5jpTybYhSuWy6OnKt1mrz5RBwbAeZTAaZdAaZbAbpdBZZus5mkclkkc1SfhZ21kbGtpHN2shy6MB2HE7P2i7Hs44Dx6F4eDquBzpt18OT1lysiRU62dht9ROIe1mQWrLwYk6qySJucBheU7oRvabyRFpxKOuTWrO85vSc9sbHFiV55bbIWY4VAzm1MWOkri2vZTqpcJuRMojFBFFJhCU5wuG4IBoNRUAyKUkskQiJkqPf2VDildTsSUKVQk/E+XfdEx8M6bdV2uEUToukNGa5jTGO+YRLPolJ1yRdVSy9qjQ/i5iXQcwdlucQYvaAOJ1+xLJ9QHotkKFQxJcuWoBZ7uLRzbhjBtA5A+iYKc7OGRhun4qliSSWWTEsMz0s820sswexPL0Ky4aWYdnwMg4dr7Ln85ntM5FztoXXyt5ob6p3dOOvYS3f9UPHSsqhEtkRJadKA7khEaUVH4YBqysOszMOqzMhwoizpQIbo23lPxQ5vg/bs2G7WQ6zri2vbWR9G47rwKY0n0IHtu/ytUOh58BmR10ubN/LCR2+9mDzM60IOU0+I9vw4dAzN3k09wDaAfRc7tDHewph8LOkCwMLvVlYPDgDO7zzLKZl12BJagaen7sV/meDRfjqlodUDJ8u2FwI5NtAba7Z1edsNIFan+tSl6PSBOrELguRnUJSVDhbUrZFhcp8FisHMkyIUnywClKUVIqJEJ3ZnRLEaIQQJZX6qL1R8lpfLweZCFjRN4RV/UN45tV3sfDfdxYMbWVyDmZvvAU8KIKOP0wLUo9fHBQJKAz4czqHRpAfSB3mlRcvHqItlmiMSEFyOj0MyXxBGoZSkIpYjL6mKTkElZZ/Td/Qx+e1rl5WdPTjoHdH8tJMe9kyjJw42xEzSfpC5NNHAC6XFxf1yCxVpA1VR6aJtihflBPxUm0ZyNguXnnqn5gXW5ozuf/E5mHbreYxYWC7vgw9ZCPx/LygnJNbh9JpLzfSQWuQI2EbyyOAJckbELojkL7lpHPLkcZFiWZJIEclghsJ30rH+st/vIl/v7mCpaF22Xg6Ttpz40qrtly5rFSbH+q3MdCXwWBfFgN09mcxSOcA2Ra1MTSYxdCgw/YW+XeHfhfo5OvIaYg8+ssl6b5YmwUrJc6YlH6yEiZMkoxKmDBIVd704ZOjFnopJwLSJoKyOBHpOOIlnclJj+p4cF16URe/c0JaX7yQ80czfiFXIVGS8iRSLt9zSQusvjJRyCHd46XJQnVN34DYhKE0ZxgNSQ7IIJuUbBJR2KCkX28idSEJXyJtKQ5Phr4LeHR68DkU9i2pnqofhmQ60Zd9hGXUSpXOE2PiNiPjovL5B43Vcl1YFNJJUpnyjJKbTGgmEuwdnT2kp1KIt7cj0d6GeDIu7vMmxGkZZB4yPA1fxKUdT7LfSU6NKDQYA5LmdERIRCLFnWEg0w9kB4HsgAyHAFudw4CTlmcGcDKBRChYOpRMWoz+9/LdoSnIuhZ6EmlMTw5KkwGS2GaTAxY8w4JrmOxEik4mx+ALgs33kPVdTuO/N74vCPusdD8QafS3J64NM454LClOK4VErA1JOuN0tiMZa+fQNElKUvQvpIYF0c5hTrxUGZUerReW9WlOUHPizxA8R4dCB7AzHuy0h2zGg5OmOGBnPdhZn/OyFNqSKDQB2zTgcOjDMQ3Y0TTLgG0ATsyEnTADZ1ZO3IRNtlwtCOdbJuAw4Q+4VD5CNOaSjXSPMyLEo8nko+tHQ2VlltKshrnnGUMObnzidLS3vYrVloUZjoN3MzvgP4eehnO3P6AF7tR6isUQINurS5YswZ577qkBmiAENIE6QUA3QzeaQB37Kgbe5qWneSJFlQ1RJSGqyFFyylTpQeQO2RSNEqNsXzRwvKScMCXQkRwfUpSkHWyWQslymH+q9L7BNPqH0xgYymAoncFwJot0JsNSLFTHIScBrg3fdeF7Dkx6sYCLGD9etu6R81Kbo8KtpPuECp048uKcpJSdVB6p4smyEbUtVtGT5cNQ1CE1pSCNkziR01iFKRIXl9QH5Yu+VBki1Pia08M8VT7IJ5JTtcHxSJsRNbN8lbPodbG88SrvOA4effTRgk2a6OjBvnvtztJHxU5SxSmVp9KjZYgAEYSrJFeZZC0kWsMyhXlkb5DznZDQjZK7peMl+ilC9Kr+idBppIP2c47kblUSusXJYW6vBHE8EWYdzr31Rfzu8XdyluHY3TbE9w/bqqqlIU6IiToi6Vwhna6umbBT5J3ML3ZNUjjF6oftSQIw0kbFdYIxCGkfalP05QmpSJv2vDgpj/aomENoEoQJRiJDJclRFUBNUlhIbpIzGyHNyYQhiPASJGFANDIhRh+ViCgjwozuZSKMyQ8hFMb4b4ikDC3E5ZmIWbjr2XfwP9ZvsNFwH7NL/UkTlxuHYNMP7MUSpOIeRZJeodSqkl4NyOK8NQzXMiSOxUdORR4TcSyJLOI4J4gwjvFzjDyNSDyaTvFR53mI57dVor+44XJZDg1PhHztiTGWGINF1kB9opyIbHVkSPRUcz2f9dlJ3PzuVliVaQ/+oj/Quwj7zH6jSf7CG2Mairj1iKAmeXIjJHODPH5DiOaxjDoTvtGwWPmwnqhD5DY7HWOSW3yiCELxWUSYoeD+VFx+9uD+pA1fOR6+txiWsLdLd1Miu+mOymkqLohvSgvzJBFOn0DMGPcHI4apC/+Je6b+B694SXQP+1jdaWBXdxg7Tv0qjv306Y2xqHqUGoEmQEATqE2wiBM1BU2gFiJNkmCsLi8JUUWQ5kuICnI0g2pI0ZhFkqIpzGIV+hSr0od2RCkeqtO3xUe2IUWqWyORmtG8YgRofhqp67EqnyQ8HceGT5IV43zwAw4/ZBiI+dmC3hyTPAP35shu8nOLlNgLqcZisqDUnEznILdMeKnKhLKjoUAgv42xdKso78uupd9On67DOJcokabyxhlS3XwDIpBPuFZLwI5E1lbSFquhliF9o/nElhclZAtI13yp3CLkblmyWNQRBPHo6zfatgjMOhSxmUvk7WtLBwokl+nD2xbrdAdSi4pIJGIqiAdEqSA9Kb3VDn49ZrVvpRLOr9U510KNXJKNkbI5quWSlCyoG1Utj6iasxNnIiWJgIycgogkQl6RkTEZjyERJ7VncSYSdB1HMh5HIhnneCKZQDIRZ7tlSYrzmUQylUAqmWSVczroY9BIJ3/sLFOmkvz133sKCxeRuvlAsK027O3B67M3EOr35FlchsWuo3nF40T2yXUr1xaRw/BYQpLWOqhHcfKArk4mD11ebyHHJts35HhZ2tODSdckYckE9Pg/H03m3yXNnOhUOm1CxRehSssJ/cJ0m9Ly04NrU+TJa6JrVXskVUjptAokHUnpnm+KMRCJxlKHikiTkqKKcFNSlZJoc5ikIylSC/svfRh2rBNOdy9804KZTSOxcimemPkBLG2fFdg1VTZO+eMuP5kyhcYfhgXNJiWHfQqVNLC4d/C+kPeRcI/SRws54uADBu2//D0s6uamqw8eqn25/5S5irz9H/QfpMs2g7+XsD0en9zXuWNV44r0Te2pv4FI27l/h3LuKj+vbTW2etbDYm0CKUHMoTzJrIbYBaE2gvjFUOVFepAWaCvIOsKkq9QKILvCqjxwf0c7Uv/eET3pzZCxYmizbSzueREdH10fJx9z1WTeAnTfGoGWQkATqC213GObbKsQqPSSWECIkqTooLAhqiRGVXzYrlxSlF5kiQglZ0vCtqiQGp3abqE3ZWJK0kB3wkRngn4xnYD0rITULEaQRtPGtvrla9PDgE0PsPRAyw/OKi4eYFU62fyK0QscvcwlEmhLJpBKJdGRSqKzLYmujhS621OY0tmG3s42TOtqx/TuNn7JUwdJu553wY8R83JJ1Hm7fgSf2n+P8oNtsBLlSNZqSdli5Ucic6stP1FtTVQ/lc6f/t7++c9/FuwuMsq++eabs006dbI9ush1sXipMmo8jbKN6WVytJK3lZC15cpUQ/aqcY4o0SuJ30CKtxhRG5UQLiLtO1rzDSE5nEsQl7PqQC+vO8bfxRxDEFWL/E48Za/P9+ZqDpajIQnDwDSGlEBkyURSf5ZSiiytKAgEYW8yYsOS1JqZZHRheBSnkE4HviNUdw1W5Q1Dk+IRclGQmSXsXFZiJ1O2FdrJLG1j0yK15XiCVZcptCiU8Zw0qd5ctlxeXSrPbcYTbCdTeRWne0IlJGSpMqMhOavZC6oskR1JP4skbD4TvgiTcJCAjbhPIUk4Up7LEoym78B0PTy2eD2smtoBp3MKz9tKDyKxfDH26V3MJJMiKUhbQX2YVGl8/5eOeoI09e1SDk79XShHOywRpj5uKhpMffSMuv+hD5t5ZnS4Laoe/c4afp8NvrGq76+imBq3kGwT10pKLfQ4L/KkUj5Jtkk6LkyXbbH0m2pXtic1SaThAM7lMaqPs4QjmxMQH3B9eR2GPn8AV88ZQVluQpA6Covca0USSRqRBxahvCI4KaJRYc8ly920RrMZa1TH7pmO9Jy5Oa0Zjo3O158PN8AY+hJ7QJJocr1prYXEo9ojQtVfrSsTaUEeEWuSrlVlgnyRJ9qXddjBVy7hJ9oTezoIA2dgsrysQ6ZEVJvCWRjVEZ6bRLqKk4kS+bfDdVT7Kk5mSYSQAefJMvSXLvqg9ihU7fmAybkyjcp5tHlEOaIi2WmWpCc5HrmW6NGepns9mdqQfxxy/5FJDbnDZRj8gSszHFFBCPnHLYcnnFdJB1bCdxf1I8l0uf+j19K/14hllEOsYu3s8Pb66BzeGOumupEyOzDk9mNhehBdWwzihHOuG8OO1FU1AhqBahDQBGo1aLV42UYmULOOF3ieJynRfBJ05aC0Jyrti6YjpCi9HJA6E72Akhp5jFWcwjNl+ehtM9GTMNGdNNAZN9AW85GygIRJ5cQXZXpJJPX0YkQnESXjfZB6CElvKmIz65vIePJLPpOe8gzi9MVfkp8RMlTUt9DRlkRnexJd7Sl0d6QwpS2JnvY4prTFMYXDhLiWcQpr6WjqzbffwYv/dxE6hhbAtjrhvf8gHHj40eMNo25fIzAiArfeeiueffbZnDIf//jHsd1229UMuVLEajlSdrLyJ+L+VjNwZUO1MrdQLXFcQPZKT6vCnqKkMUgK1HcFKUK/HdJGZoac+mSEM58MOQIiTQHbYdX1e596FTPia3JgWm5PwQdmpQAnC5+0CGwbvpOBZ2fh85mBn03ztZfNwMuk4bNNwUk6jBjpHrAqI6lDmlacz5DgJLuMCcRTSSTakki2pZDsSCHV0cZhjAnOpCifT4ISiUnkaDweOu4hksM3hAo5OUbK2nDIURLZIrUdkLMlddq2IDtdDsXpRkIR9ziNHPu4FOfQFU77ZDr1F3qWFuyDNJLCrEXRPGYipEkVxVhQLZnOOZH0aDuC3CbqThIBJCUnCW3fZyuD4NAToSDdKFTXKqR94QC+Dd8P46CysGW6yBeWH8WRmbU+slNnYV0s5eek5ZiKTMZHx1v/zdtk0st7kBpxTBcxRRNmR/KjdRR/KhGLBjl+vKPmcKIjkaZjQjnsqLkcsQqFQyw+1qCNHJM8kTZypiAv8sY1YhsFEJQeq9gqeRUKxiXLFBlXsNUK5l9kHYrNl4nB/LlL9k0BGtRTWKi2o/jmp0X3TbFy+XMSZdyEBZ8+ZuQdVjoD0xGEHo+Y78tUSBFz9EFIXUtSL0rMcTxaRrHMisRTdaNtCjJc9FcsPWDMc/J5JgHbL4nFCMkXjjmsH45d9lOAQD0m5N0n5ccHYaop9wzupTDlThVWgtXeF/kiTd1tc+7Bqm1VR5qoivYjMAz7VaaqBHKRsUbv1fl5Qe/RuQF2PI3N5szDwkQ/ho0sOv0U5qRTeM9+Gcdc+qN6XBw9Jo1AUyKgCdSmXNbaToqI02eeeQYrVqxAb28vtt56a8yaRSosk3sQybmsL41lawexfO0QVvYPYs1AGmv6h9E3lMYA2dkcJjub5Dk2w4b680lQcU32nkJClIzaC5tQUpWGDP+P80Ev2WycPx6HZcVhWDF+iSPVIRo1kZZEeGY9A2nXwLBrYMgBBm1gIOtjgIy1K6nPAslPpm+LzoDsSwGzM+wAACAASURBVPZ2xNHbnpAnEZ6S+MwnQvk6wYRo5zjZUa0G5revOxHXvt6JN/w56DYGsX/sPzjspPOA9XasphldViNQcwSef/55LFy4kCWsN910U8ydmyvJUvMO67xBIvryJWzLkbnsQbqMlG65/EraKDWuOoe0cHgsYRNK17DzGnVNDvCSbejAEOZAODhbhFkYRDusIZJIjZAOBURKHiER2DQmYiL35VO9HAZECEvsRUmQaFtF7DRHbCKzPWWuquwvF5myJBRCkymKPxAjUFxDvhOZ0Qu+hbTZyPsj0n+5jaREksqVC2ckS6o+hKyikrAUmdFxlornl1MD4EUrOpqc2RctUrxe0cbkPlsHy/Ap3IFerA2K3YV98AS2rQgRXUgjMN4IkOS0jfh4d1O/7UuJyvzbSkjohjfb4HYW3GRD0jeQOA4IZSGFLMhoakO+a0V+x/J/08S9TRHXYyGjR0M6R8luef9kYnskojq/zsjLbBkxxMw4LCOOGJ158c7ujfDElBXcCEnT0gc3ooJ3HJyOAy/8Sv3uIT0yjUCTIaAJ1CZb0FpPZ3h4GD//+c/R398fNB2LxfClL30J06ZNK9vdSE6FikliEtnZz+SncDBEzoVYoobtbdlwHQc+qfex/SnhWGgibOQQEUIEJ50qPlJIapE2EZ6+gUw+4Wn76M/66Mv4WJvxsDrtYe2wzWc1NlKj4JOdtN6OkARVcZL4ZAnQPClQJkLb4mhLjGw7tewC17KAmwW78gw8qsp4fhpdr3gFe98/B2/5s3NGcMXsO3Hwzu+XnkjLeR9VnkuLeTGN1C3q5TTiwbSkJ9QK+y8q5VFLYHVbE4rA8BrceNtleC3rIWn42LmnB3sceuaEDmGyOyMpNbpXu7YDT963+dqx4XEo4hSKaxGn8mXLcB1ZvqAdaqNIu0XqUL8jmkJgtUThGE14OQ5VcEVcpImTPnbJ+wlCr8aijLq/UNxkD+ws4cL3DamqG21fEoZK3Vd6aAtUIZX6JL+zSXVFEY58bIP5+ATuzil0Mw7AC3h/uao6v84QUAreQrlXvMhHw1CWT1HZYVisfKgkXNiWartYm6XbChW5y9XbB49guRnDs+42cBDH+ubb2N9/Dr/DJ/npjv9m8kJOC/4uo/n0NyEcufAIlBMYdtoiHcMEViojHtHJ7qWyOSjV+Vk5WJI7UlFYqBFzORGq65C+DlOEGKK6Lozn5glJRdVqtAdWTSZCidWVQ9JcbUlOk7x10fzIvaEgn6Vxw3tHkF+kjtgZUq26SB11P7JcIOb54ND1EZNh3AXC00fcA+KOSjMQd32+pvJxx0dMnpbjwXIJAzFjRdpFybtq05SaNRJxGHwmYCSTMJIJWMkkzFQKT3ldiK13H97oWIUB08A6tokN1s7D7NXz0NvRBc/14TkeWRkRobp2lRq6tHkZqNJLlfqIaj2rq1sm/BgbO+Y4YgZ8S53yN4Ku6bdCrpekEOX+FHb0eQepvSud4IXp0nQD7V1lxoH3t7TBr/Y658kyrLZe/nelzm6NdT0c6U5VyriGV6QdQCSokjUVcfVPyL+arH1gYMjIYtqGT+D57rlY43VhmrUGm69aiplL98XHzzmhruevB6cRaCYENIFa4WoSgUiE39SpUyus0RzFSPL0tttuK5jMnDlzGItydjdJpW28D7aEZlowzBjbD1MkZyqZQBvZ1UylWNW8FOGZT4yqa5IGJQnPtcMO1gxnsXbIxhpJdDLhOSRIT3X2ReLV2EWN4kM2UqcyERqPEKJC6lOQoKEUqCBHBRGaiFVnx67kmrCL5TwSsxiByWUyYVk7DTubQdbOcsjqjhR3KHQ4JBXHrENx8qhLcZ89IbMdQc8HORHIIgbbj8FGTMRVmJe2xO/Fv70tCqYxy1iNbYw3QVLEJHdLBHs0VBLHFFrsZVblC+nk0vmiXNgWmXKQnmilFLOoH2mTx1BB/9JmIC+hIlwUGUPkSxAvQchWUzYgeyWpo8jhEUliRTQrMqiCMZUllfP6j86z3HzH0nZ+3XEgr0+74af4y5Q9YQw4TJB5vQn8ZMXf8Lkjv16TW2EB6ViKmJRkpCArqyQyo+W5neKkJal9B4SnS/Yrs/Ijl8sv9XlKmeI6IngY5BeUNWEY4qS/CfF6EY0LYsVgcpJfL8TrhpSIFKGsx/UF0RnNF+UtTjPp94P3hgn6F5YTbYsXd0mWCiZBGIFT8dBCoJCajF4HBJd47Q0xiFwHlgNHKhMlyYqXY9VQdlYjX7ENafMNHrZtvxPtGMrZg0Noxwvpj8h1irYZWDwsmhfOT66xEVjpC/oOP2yqMeSNX9YJSJGIpUXJIYf8NNlSVU5aoiG1IW2vUjtcJic/Ly1w4yGldaUN1aj6rWAhiLBRdiPJRIK6lmQW5+dLQimyIfTpzvb2AnlOZdVSEkFF8rhsTnrkbyjYVzW5jdRNIzdhTyxdckbOeNLT7sWZ8clxiBKQU0y4ir8kDitwDCPl4SLlxV8KO5cJHMPItMi18NwdOoqJXoeOZ8K/qODWI6V4Q/V5eVvKERoPVdiVDUy2WSlMS8KgW7VLcSOI87ULWK4JyzMRcwyYFLp0GrAcAxaHgOn4MG0Ppu3CyJI5h1AAOoyL/hQJKuKSflfp/Kciy8n7quDv5L0+mYIhTzORAhIpqNBIpGDEk5xmxJIw4hSmAAqtJBBrAyi05LWZBMwkfNcgCxPwifQkKxOOT5ZROHwk+0NcMc3BBqu3RMJtw9rUcqSnPoyr3rgQnj9lxL8fszMOqzMBqysOszMBdZ0bxmF2xGHU6tl9nP6imYSV9nEpjMbz80ZTtmbt0diUiRQyh8LktgtfmUlxPY6T+RSPtVt8Dn0O5bzk/Jhkpng0pLj8iJH7AUV82JBWWuWjQZG0HPHd0S9W94yl8Ne62Nl/CIgNwrO78c/4R/DBTeZhnyO+PPqGdU2NgEagKgQ0gVoGrqGhIZx99tmYP38+l5w9ezYuueQSzJgxoyqgG7XwX+9/CE8/8tCYhs9eOXNsbEo7nHkOh1QZIkLb28ipkLCt2dPRhqldbZjW3Y4ZPe2Y2dOBWVM6MKOngx2TlDvI6cYaRX4OZXNJ0AgRGiVAFSmacUanvp+MmQEBGhCipCbfIcnQNhXGpZ1QQYSSV2Q+6LO2JDLdzDCymWHY2TSymQzsjCIriajMwLazbJuNQ7axKghLQVy6fGZdCqMern2wExMPfJJpgCCUJKYiMPNJzJDcpHUNic7wtbHciuj8UggUErDK7ERuGJQLbPOOMp9IYTZfUaJ+lflFyWppHkMQ0GFfOWUjYxAeaCdI8kESdI6ZRMZMwLYSsM0EsmZchEYCWYvicRE3Y7CNOJ9ZCs0YsgadIr7WSOES7yDE5ofqqH7KwowtXHxh8O/sTCXm0WkjLkO6VvG4ZyPm03UWMddB3Lcj5WUdX4TUViABJm8buRJhxcgY+T4qN6CU0ypJaoaSbVEiJ1eqTf81Nw4Cjw1+Gq85W/KAN4u9iN06/tI4g9cjDRGIOkqSTn6ExCWRcMpdl/wkSBKZvsn2z9lfNl+LuGOQ48cYyPs43U1Yc4Y+AxpkG104fnQpzxd54gzjRPSxv3CfSEJhKkh8NoyGwgO6T2MIXYnJNAPu2r3RkS58nu6feQcMg5xEhgQ8M3BKOpK9mqvrkIULfF8HzmRCkl99WBAfMSLmLgIyXz7v5UuPyj6FBKaUJg3al5Kh0TpF6ocyq8LYbCj5GTrHCaRQS9QP2ojMLRyTqk3MqJJ4zdkywUX01zX/l7Z4nthb6ihVv+J2g7Zy9ccqaZfGULRcnm3bStoaae5rM/Ow18un5dx1Fva8gnc2uRS9nnja5c90JD1IH3HUJzuKs0QhfbxRFjXltfwcR+m0RBzKNLLXGX4qpDZVHVO2L9IoVbUtPvdRO/zZT9TheuKjYfQ6zKf2ZBkZqmtuh9sQoUF2poNr0Zu4Fun0ATInn665X/ooKT5Ecln6RxKURNJ7htDUp29QJPZNhLW89tS16wfpitDmMkR2U70I0c35VD5q41naMA0csSmpc/oowh8P6D4oNEr4XqUcc9H9zKSPHR5cdmjlc+iZHjwKY4AXN0RIp0WhD9ciSWKIujFfpJuqLuAa1IYPh9IoDooTBB5LvjsGxXw4BuB6PrIkx+KCNRgpdHx6TzNg+wY63kwjlr4FHW/vjI5MB/pSffA3eQzds0/GmUefrX8lmxyBb37zm3j66adxxhln4MADDwxmS4JuV1xxRXA9c+ZMnHzyydhzzz1x9dVX46abbgrybrnlFtx777246qrCj5TbbLMNLr744iZHsTbT0wRqGRyvueYa3HnnnbwB29vbceqpp2L99dfH97///dqsQJ23ctWtD+Pxp5/FK+5MDPlxpAwHm1orYBnAAreHnQkp50OCAA2dFEW9+5KqeNTz/Cz2QJ/EzO4URDyFGV3JEZ0Mkc3TgAiNSoIO22DyM08iNCodSiTqaI7OmIfepIGepI+uONAZ99HODqI8JEyf7aSS/VShRKYkVYicFISl8ORMxCVgM2HpI0ukJV2TcwrPEOSlr1T+iZSUp5S+JEwb4YgZPuKmj4QJxNmBFpCwDMT5NFlKVoQW4nzGRJzMIsRjnBctJ+KyrsyLx0wkLBPk9Ot//5rvZAI4cJMkDv/Q1vwQ4pBjDj69IB6mqXwvLOtG64T5hXVEuyI9bDtIc8v1qepH+pZjbYR1nogxsrdtljqTkm0sZRbGhTCgJPKUiUUWRRMEoVK9ZkkbVn2TJ0mEEoFgkkonhfTALKQYw+fvYqJu6vk8kheYf5QSPlKaNfHsqgIvvV5vEs77ugV0gXRQ+EYa8fWSy3DmlJcXAVnqszfrON11KSTilc2aCHKVSVaSiOb08EwEceEdOziJ1FXXRO5G4tF0JoGDPNW+K4leGoeIUygIY5HGY/S8IE/YQ4sq+Co6V0kmBfRuCUXlXMXlXFo39BwdvHBLJyXRcvlUcCB3SV3Ld7JQbjJ8cVcelFXbpfuOUNpMdEXnKONy44Wv5NSqMg8gnVlID91C6lZKZMkX1PCatDBEPoemJV5iKbRM3PLGhvjT1LXo73ybt2HXwEY4amU3TvmozRK4pkXlRUj1leSXWiOS1mF7sezsiKSSxTVJ+biuI50mCZMM9NunnCkFTpWUcyWbnCdJB0sUl46WWMhTeSGXRJtYD3LZLNW05bVweyTycuoIt87y5Viocguv1qF3c2W2lakNgllJFvM9RZQPbK8GUsdqHCJffOIRZKQriUG+rzDBSG4nBfEYji+Mc49R27F+qLApnDuZ7PCJT+X8yZeUCKfL8kGo6sh6JeyXTsR9e7R9PLbp7/Bm73/hGi7WGZqFHd48GlOH1hltc7peoG4fUdoPSNtQko4pVynZzJRuhLgN4yHhq8haQf9G1Pll29F81XaU9M0ngIUgqiJ7c/sXJLMyG6B6zDNlUM2ccsqKO3fxOYucDdfMQ8/KJTDMF2HGh+EMzoGV2hHz130L/cnVon5e/8ogQuk5RUjuYpgFKvohSR9iKsdcdZ/lcJQmBxTaBe3LMed9IAg+ARSdR7BDgo8Fah58J+WtEzqvizqyY2JZ5lGXgpiWZSN5opzMk1YsoteFcVE2bJOI7ugYZH5AjBfmqUe+6BiLjyM63nCMQX2JgXLel+PIb4Q86usZeyrMlw9DdyKDpGEg7fkYtJNYtscCnHfKH/S9bxIRGB5+BytWPAjH6UNb24aYPfuwmo5mYGAAhx9+OLq7u9kPDZlXVAcRqL/85S9BnNXg4CBuvvlm/P3vf+frDTbYAH/961/xi1/8gkN656a2yK9N9Dj33HOx+eab45xzzqnpuJu1MU2gllnZo48+GnvttRe++MUvcsm7776bJVDvu+8+8SLT5McF1z2KB1dcC7v3afTFHHS6FjrWbAlv4SFY2DVFEKCSCCVCdFZ3ionRqZ1JTO0QKufJmCVJRCITfSY7V5EkqCQ86ZrPtI2BjIOBtIPBjIvBrIPhrIth9nSbZW+3ZPeUXlPoFYVUFcVrkTrDxRCPH2GOoDfVC47yNi8kJer9oFkkDBdxPj0k5CnISiItiaiEDAVhSSSjIhsFWWlJ4jImyMpYHPEEEZdk1zUhzRskEE8kBekpicpcUjNsl8lNJjWNgBidSBxJVehzPzwLmZ5H0J8YRJL25dAm2MfdFyd8Q/ytjudBBAKrAclTEAm5afllil1zPUVKOMJbtm17LDVMXpxZathxkXaBNMV9n+NZz0fGM5Bh0wdCiphC+nLNxDx91aav13QCsPmln+IiFB/6lTSRwRJHQmoo/BpPX+VDAkISEXnKycoBrfp7kz5dyIiWFPYRoXj2zk0Tz+sqX+YpQ17juXjj3HZ3bAm2nPlb9KXWIuYbaBtYH48vP3mcex1j80VI3ahfISXdFvSSXz56Gy2bl+sJWlGM1LZQv1Z0pOiNiFb+qZUvXYovV/Qp50s6jUNVTr5gqXz10sYvUKqOFNYKXmTkyxN9sqJyFNJJEkYWy+OIlzbyzcwSQyyFoySQiLgU0kBM40knSCqM8vw8r0BdmwgwadpA2qTj6fLfjZSRkrbpJNch2d3o35RcmcDZRyiiqITV7p7xV7hT/52zUaxVu+KAhVKKgbqSf7fssV12LTCN2mSLkHvKdIK016bstAX+i+V4wjVTbqbEqgfpJcqNcVe3ZHVBCnmS3MkNSbIqyC9WTuYjqC/aYjKLTUOIOOXzyftWmo2Q5US6J6UgRTkhKSrqChMTHgyWkvTwQvsreLnntZy16nKm4KBlH4Zh0S8XfxGTX8Yk4S3TQvk+8depTv7QQCJhwRc1odNADlf4pLirLDOwwUhW5RWScBSKNEVks3q7tFPIcWWTkP9G1d9D7tjEB4jgrz765Syy89VfSrSc/Mso4kE8+IspmZfzV9WS+79Wk3YzL+LZnR/EanMBMqaDbrcDs+x5eN9Ln5a/CrXqqdXaKUfYSsK3hsR6LlkuSPuQVo5IlfNSiKfZnDPqEIsNckTK8bNEtLz4XQ7SpO0KYac38jk2UibqKIuftFUd/g0W1+I5xkfXQBKv7DIfy2OvYci00ekmMMvZEhvPb8NXrry61TZT3cy3r+95PP2fT8Hz6O1LHNOm7onttruuZmO8/fbbWZiPiE46b7jhhsAXjSJQSeCPd43v42Mf+xi++tWv4rDDDsNdd92Fyy+/HPfcc0/R8Tz33HP4+te/jl//+tdMuOqjPAKaQC2D0f7774/TTz8dFNLx0ksv8TWJQ/f09JRHuMFLnPzD0/DonAcKZrHBex/FslU7CQkMOqXEhQobRmoSQoIrQVJbhgzVNYWGIyS6WJKLpLuEjUtWefYpFIprpu/B8n1O46+lMq6+tvILO5+SEJC/2eodRLwsS9UWejz36IVdtJmrsBRdinwFpHKbrZLyoWJZudZKjku98wcPGeVbKtVW4YhFiusCt+/9b6xSJg9kFwel52LWozMLO4w0RMQgSR26llBrdE2Trz2ZJuIiLSwjynmWKk/Si5Qv0ylOdahNjss2rEjbMj9sX+bJMtx+pIy6prRGOyzPZccPpuehIE5pnOfC4nwPphuJq7quB4PzqLzP5Q1SnZPtUtyka4/KUSj/xqieIp84Tz7QKgKXy4kHDEUuBWRxnkpXPoksCGYpbx6oywrSmU5Sh522xaV4I0UUdXhsu2o9vP7u0eIvQklCMkeVK2UppIHypSeVDbuotKasG0hVSulG2WaulGVECjLnbpKrPhlhuoOXB2XPM3iZUOqzgY3NvBeHQBVWpgeMn7qO3s/CF5dgJBG12LBPRi08leTxCGPILR/WD1R3AyXQfBVgyZxG7HEGKsMF/cl288Y8PphFMJD9hauXN4f8NZJfMBLtr8ML8sTeJMLTHt5IbtRivw9F0vLaKH7vLtFWwffK4uVyi0XKKCI9Zwz5beRe5+7y0OGOmHS0bPF2grGUnXeEcS7621fYvvxzL4F/WF4R7OEdJWowp9gaKQa+2C9HqecAkT7yU0JkjhSV4BSvk5tautfiOUIZOCQYFZHPd0gm9CV/K5+dRHr+KSlWKeIv8kVa2Ia8DkhZcQ9WHw3kVUDgis8j4hTkbkicqpZEipAiD5W3ZZ1A+jjiNkal0diCOoqAFT1GVZRz+5FfnhjGPEJWpcmQ7Z6ynVFp11lhofAIsKGWiIRWH6QIj+iHlEi6J61Eyw9WNE66r4gW1HpEysiPMzx72WagzMHktMSTOPgAX/mLJoms4G8y8lFNGFkNLTzk/upFPkYFZeTH27xdr/bVS/Oexz87X835A5rm+Dhi/gGIDbYHPwvR+4sal2gj8vcbjUdbjM4nepvLcd7EMvG5f8gBERdJzr/9FPzpS3yC9MI2i90txK4a+QjvkWUKFtxhoi1H73fl2sm/Z6h2ZHqxW2LRSYQFxe1M/MCo1HLzLrxb5o2jyDSCR6IcYCM305w6hRN5bpu1+Gtv7odQqvKZpXvjf866vBxwOr9CBN56qzosV6x8CH19zxW0PmfOp5BKVq5N0dn5fsyY8bGioyTn3ZttthlzUIcccgiOOeYYHHXUUVw2n0BdsmQJjj32WJYm/fCHP1yWQD3++OOx0UYbMTGrj8oQ0ATqCDgpBv/b3/429t57by75+uuvswf666+/HuRI6fnnn68M6QYt9fN//A8e6RIqf8WOcj8wOfklfiNyflDyOinXflU/7qV+zMqsTbkxjJRfrq76yR5pCOXaKHivqxLDsu1PKj7FH95s+FhbhFdM+T665MtB+ce+3ImNtA/Hus9ETwWPwQXIllqLfKorv9zI+ZIolL2FdfMfqBVihenh/EvlFU/nJ1HxTCoewmU8f+Kl9+DIlnVL41W4aUfzd1ptHdsw8FKM5BNzjzbfxybk9T2kJkU84jgkzBPkqHI6kpuuHI0oj7whVRhxHRSStMoBSr5MRcRBSilio0F/svSwNQIaAY2ARqBJEKDfYD4jatqlrgMiVpYvvI5Qz2yDNGyX2gwIXwDLYh7Wkq2yvGOjrI82r/E+ajfJdmj5aayKuVhSxPHYXgMb4aQ9zm9qfMg+50Qdz7/wJSxfft9EdRf0s83WvyhKoC5fvhykEX3ZZZdh3rx5uOiii0BOvv/wB2G2gQhUUtEnUnXlypWsvt/V1cVcVSwWG5FA/cc//sFmKX//+9+zaQB9VIaAJlDL4ESSp2Ssd7/99uOS+RKoJPLczIe9yQt4oH1RM09Rz00joBHQCLQ0AuolNVBzly+t4QtlaKFTvbwqK5S5dUPbZrkvuaEHcmWDTNST1iwjKtyBtUulgh/IeynbaeKFOug//8WaX56VlcxI2Yi0UvBiLdOiL9oCAzG2/JfqYLyRl/ocHHLGLOvnqadH55czD5YIDZR0Zd9SayG6HnJ+YV1FMOTOmfMjc/7e9KlYlEfuz3EcXLB8ZbD3o3RB2Xi+MGeOpFLuh4+ybUUkx9Rgitepst0iUlmlx1JcAiqHQsmbc0Xzish0Fnz4ikqdRe5A1bZLVblOVfMNO8wdVx7GYxhjMC7ZlVBjFReqz3NnTMPtnR0599/prot7310kvNmzB3vxiVAaB5AfnsI08SFKeLsX5WWo0oIPVbKMvBblw49V0rhAzoctoXWg2is1nkjfQf/54xHX3GfeeKLjVeMPxhYpX2y8avzB3KWWQ9CXMJiQOyeJl8K0OH6lxxuOMX8NZF8jrkGR9SxYA6GpMTrPBS39U64n36II7DGwHtrfEg4im/Ug0nCijjffuqyqrlayBGqhQN2cOUciWYUEalfnFkUJVCI3iQz90Ic+xONatGgR3nrrLbZxOnfuXCZQyYnU1ltvzTZSyZbpJz7xCSSTSS5fSoXf8zyWYt15551x5plnVjXnVi+sCdQyO4AYf5I+Pemkk7hkq9lA/eGVR+KPnfMLUDo2PRPThjfk9NISTMVzqpV4Grl84RtDxe1HvHbm1CloIDehePsjydCVu82UaL/CiSgJNWFvSx3RyiKucnNeE3M8l5YeZyUrGZSR6nJF6wRDLMwdMSUvM5sYwB/bXy8Y8F7ZFN7XvzFbuzWkWQUmU9i0gsdhsZUKMCy3VGVVHIuvwEjNRr3b5vw90aCKDDZczRIbRCaX2z75+TnXJbdzEbXvEpMT7alWx/L3URmmxYxP5O78avd34WLnr1V+i0SO/WHmAgzn2cfeIWvjA6s2Df4OA/XRXGXQiFpgKK0sJMyjSpuKLBG2MwN7k0olMtg2SlVVbSOxBorwZDuXFajnVfAnESlCbZbYuAX3pnBPjHz/rW4E+aXL/R2MrfVR1i4GUU0HWvj3Zk95Dj/pjQekhOUD31hjI9G3o7DjSgqzct8KwasoRVvJPEv/jVdSu1iZ2kBS+3EVn89E9aN6H6f+SoI+Pv21x57GDb2r8UQqxRMjUv/0Vf0wjSNgxZPs1IyebVhaUHomV3eunB0qTStLt2uj3XJ597LxaGb0OJauWTyHlzLkrKNa5QV347CsaKvU84FKLxWqymG+ai/Sbl7jRdtSJtOZBA+dElGMTJEwcUy2oelaKl6LcqGNS0HACq/nlK7KCTvAdO2zKR/x/BcpZ/h4xvgXnu4YKtgAB6/ZCuv0zAVZVhKO98j2tbSHbZL3eWGGQTj8k9XltfjxZc918l7L3jFH/BWuzT2w8m09mt2ZW2c0LYz0d1btrh/lU43spuZ4B1OrDS7/euN2PNa2tACwT8X3wblHV0f61eDuppuQCBB5+tTTn4LvR2ygTtsT221bGxuoxEVNmTKFpU/VQb54SMjvy1/+coEKf/7ClCJQ77jjDpZq/fOf/4ypU6fq9awCAU2glgGLvJrRxqOwvb2dDfKuv/76LO7cKsc5V++GR+JrscKy0ON52D3bhh+d/FSrTF/Ps04ROPOaPXBfYk0wuq2zBj7mHYLPn3xBnY5YD6sVELjsip3x+84hpOXb06a2jYNWvR8nnnVrK0xfz7FOWBGyLwAAGeRJREFUEbj1p5/BrkMP4c2YeEXc2DHwWPteOPyMG+p0xHpYrYDAzT/+HnbL/hZtWMXODme6Lv6SOBKf+vavWmH6eo51isCLDz6A8189HS+lQkpt777puPzUB+t0xHpYrYLAMVftjOfahoPp7jjcjetOeaRVpl+38xwefgcrVjwIx1mLtra5mD37sJqM9Y033sApp5zCPBTZKVXHz3/+c3Zofsstt4AcTFG+ciIV7ZikTP/617+yij+F8Xics7PZLI444gjWsP7KV75Sk7G2UiOaQC2z2gMDAzjrrLPw2mvCS+jMmTPx05/+lMNWOn5x8ZdgxtLw7SRO+fpVrTR1Pdc6RuDKy7+CAWM1LM/C10/7XR2PVA+tlRC465pvY+maZ2H6MRx31u2tNHU91zpG4IV/3YO3Hv09S1xtsvux2OqDwjSRPjQCk43Abef/DzzPwQbb7YEdDj14soej+9cIMAJ/vvL7WDW8BttvvAt2+cSnNCoagbpA4JnX/4Xn3ngKH9pqb2y27rZ1MSY9iPFB4Morr8QjjzyCP/7xjzkdvPnmmzj55JNxySWXgOKlCNSrr76aHZ+rgwjXzs5O/OlPf2KzADfeeCPbS9VHdQhoArVCvNauXcts/YwZMyqs0XzF1qxZg56enkDNr/lmqGfUiAj09fWho6MDFqn66UMjUCcIDA4O8pfeRCJRJyPSw9AIAMPDw/wbnpIq0xoTjUA9IEDP17Zt82+5PjQC9YKA67qg33KyK6gPjUC9IECmJ4iXILVufWgENAITj4AmUCce84btUROoDbt0TT1wTaA29fI27OQ0gdqwS9fUA9cEalMvb8NOThOoDbt0TT1wTaA29fI27OQ0gdqwS6cH3iQIaAK1SRZyIqahCdSJQFn3US0CmkCtFjFdfiIQ0ATqRKCs+6gWAU2gVouYLj8RCGgCdSJQ1n1Ui4AmUKtFTJefCAQ0gToRKOs+NAKlEdAEqt4dFSOgCdSKodIFJxABTaBOINi6q4oR0ARqxVDpghOIgCZQJxBs3VXFCGgCtWKodMEJREATqBMItu6qYgQ0gVoxVLqgRmBcENAE6rjA2pyNagK1Ode10WelCdRGX8HmHL8mUJtzXRt9VppAbfQVbM7xawK1Ode10WelCdRGX8HmHL8mUJtzXfWsGgcBTaA2zlpN+kg1gTrpS6AHUAQBTaDqbVGPCGgCtR5XRY9JE6h6D9QjAppArcdV0WPSBKreA/WIgCZQ63FV9JhaCQFNoLbSao9xrppAHSOAuvq4IKAJ1HGBVTc6RgQ0gTpGAHX1cUFAE6jjAqtudIwIaAJ1jADq6uOCgCZQxwVW3egYEdAE6hgB1NU1AmNEQBOoYwSwlaprArWVVrtx5qoJ1MZZq1YaqSZQW2m1G2eumkBtnLVqpZFqArWVVrtx5qoJ1MZZq1YaqSZQW2m19VzrEQFNoNbjqtTpmDSBWqcL0+LD0gRqi2+AOp2+JlDrdGFafFiaQG3xDVCn09cEap0uTIsPSxOoLb4B6nT6mkCt04XRw2oZBDSB2jJLrSeqEdAIaAQ0AhoBjYBGQCOgEdAIaAQ0AhoBjYBGQCOgEdAIVIuAJlCrRUyX1whoBDQCGgGNgEZAI6AR0AhoBDQCGgGNgEZAI6AR0AhoBFoGAU2gtsxS64lqBDQCGgGNgEZAI6AR0AhoBDQCGgGNgEZAI6AR0AhoBDQC1SKgCdRqEWuS8o7jYNmyZZg2bRqSyWTRWS1fvhydnZ1oa2srmk9txGKxJkFET6MeECC7PitXrkQ8HkdPT8+o9iXZrDJNE4ZhFK1v2zaWLl2KmTNnIpFI1MO09RjqHIFK9mV/fz9ob02dOrXobMrtyzqHQA+vThFYu3Yt0uk0Zs2aVXSEZFty9erVfL8rdk+kvU0n3TOLHYsWLcI666xT8n5ap7DoYU0yAmRrl/Zdqb1Tyb6ke2axZ0y6z9LzKe1p/Qw6yQvdYN2X25d0L6Tnw+nTpxfsrVq8NzUYXHq4E4RAub010r6s5Pm03O/8BE1Td6MRaBoENIHaNEtZ+UR++ctf4sYbbwwqbL311vjOd76DKVOmcNrbb7+NM888E+Sch45dd90V5513Xs7DxIIFC3DCCSfg+uuvx5w5c4K27r//fvzkJz8pGMwdd9xRkqitfOS6ZDMj8Oijj+J///d/QS9NdKy//vo444wzQPuz0n1JD8ef+9zncOyxx+LQQw/Ngeutt97i9hcuXMjpxx9/PI466qhmhlTPrQYIlNuXQ0NDOPvsszF//nzubfbs2bjkkkswY8aMoPdS+/Lb3/42nnzyyYJR0r31M5/5TA1Gr5toVgSIQDrllFOC32n6/Y7e9+iF6ec//zluvfVWhoA+Fl1wwQXYbrvtAkioDP2200H3xuhBv+233HILPM/je/I+++zDzwX60AiUQ+DUU08N7oe07/bee298/etf52qV7Esqd/vtt+NXv/oVh9GD0v785z8HSV/+8pdx+OGHlxuSztcIYKR9SfA89NBD+NGPfhQ8g5544on49Kc/zcjV4r1JL4FGoBgC5fbWSPuy3POpuueW+p3XK6IR0AiMDgFNoI4Ot4auRQ+fG264Ibbddlu8++67TFJ98pOfZEKJDnopa29v55etxYsXgx5Q6VSEFL2kLVmyhMvmE6j33XcfkwdXXXVVDkbUXymJwIYGUw++Zgg8/vjj/OV/r732Yomq73//+/zyTiRAJfvywgsvBO0/OuhBOUqgUrvHHHMMkwdETM2bNw9EapWSFqzZpHRDDY9AuX15zTXX4M4778TVV1/N903ae0T+0/6lY6R9SSTY4OBggBHtyf/3//4fE1X7779/w2OnJzB+CJAGCRGchx12GDo6Ovi3mD5UUhppjTzzzDM466yzmBDYZpttcNlll+Ef//gHbrvtNv4tvvvuu3HFFVeAJAF32223HAL1xRdf5OeC888/H7vssgvefPNNnHzyybyXowTs+M1Ot9zICPzsZz/Dfvvthw022ACPPfYYfvCDH+Diiy/mfVhuX77zzjs47bTT+L5I+zhKoNL+pfsq7Wsi9Gm/0x6me+/GG2/cyJDpsU8AAiPtS/rtJSKeng/pWfGBBx7g+921117Lv+djfW+agOnpLhoUgZH2Vrl9We75dKTf+QaFSw9bI1AXCGgCtS6WYXIHce655zIhSkQAqQMeccQR+PGPf4ztt9+eB0YvUURA0cMHHRSn8iRRUIxApRc1IhT0oREYCwL0ok8vR/fccw8GBgbK7ktSF8xkMvjiF78IkhyIEqi0n+nli17GLMsay7B03RZHILovaS8dffTRTPrTvqODHljpIxKR+URUjbQv86GklzXaozfddJNWTW3xfVbt9OljKH0EJcJ0hx12wEUXXYRXX32VJafoIML1s5/9LC699FJsueWWIMlp0jL56U9/ytohUQlUeimj5wJ6Jpg7dy7XP+igg5hEzZfsr3acunzrIUB7Ru2fcvuSVFlXrFiBv/3tb/jLX/6SQ6DS3n7++efxxz/+MQDxyCOPxMEHH4zjjjuu9YDVMx4TAtF9+eCDDzLRT+8uyrQTCZZ8/OMfZ8n+/KPa96YxDVRXbikEonur2n2Z/3w60u98S4GqJ6sRqDECmkCtMaCN1hw9rH7iE5/AnnvuyYTo66+/ji996Uv8gKpUUIkkvffee3MeWpVEXzEClb7a7rTTTvwQsuOOO7IklbZT1Wg7Y/LH+81vfhNkKoL2YqX7kkZND7xEJERf9Okli/Yj7WmS+ttss81Y0prUrfWhEagGgei+pHp0fzv99NMDidGXXnqJr4kEjdrxLbYvo/3SxytSFyTpqwMOOKCaIemyGgHcfPPNrPlB0iwkWf+Nb3yD998555wToLPvvvuCzEaQSrU6iDil54AogUpSqUSWkgYKmTkhacCHH36YCdXu7m6NtkagYgTIJNRJJ50U7LtK9+Vdd93F+zkqgUpk/1NPPYU//OEPQf90v6Tf8W9961sVj0kX1Ajk78v/3979vNzURXEAvzMGDCSJTJRCKTEwQQr5C/wD5kYMDEwYSBkqmTDBQBmaKSMMECkTJX8CBiYm9PbdtXXd7o/jPo9ar/vZ9abXc59r3c/anXvOOvusneNmCvY5jvaRp0ny9FxvP9H/ftnrJuoEFglMzq0/mZd578nz03nf84ti8XMCBGYLKKCu+OxI79NXr16N7t271xry98erxi/+cwDPCev4ieysAur79+/bisFcuGXziRcvXoxOnDjx20XcipP7+AMEMtey4vnKlSujo0ePDp6XeetphaoUDrKSKitVUki9f/9+W6368OHDtmGVQWCIwOS8TD+/M2fO/FaU6sX+yZtLiwqoKQ5k5V/mpHYnQ7LhNV0gK03T+iGr/HLRn5EbRHv27Pnt4j/F/vPnz7fj4KILq6xcTU/zHC+zejVF/RSrrOA374YK5MmR9HNOa5O7d++2jcqGzstpBdR37961GwPHjx9vrSVygzU9fo8dO6aAOjQpXteeaJqcl7k5lNV+46ubM9fSHiXnoeNj2esm9AQWCUzOrT+Zl5Pnp+P/1rQbpYti8XMCBBRQzYEpAnk8Osv987hp36hn6Eq/WQXUyX8mhdj0p8pjrVahmoZDBJ4/fz66evVqO8HtG+kMnZfzCqjpm5ZCakY2lMoj1ynS7tu3b0hYXrPiAtPmZUhSlEq/yPT8y1hmBWpaouQxwcuXL7d2AAaBoQLZFC89yvfv3z+6fv16K1Jl5OI/G0tlTvUxdAVq7zWZ1VhZcZq5n1Y+eUzaxntDM7Par0vvvhwXP3/+3NpIbNmy5Y/m5bQCat4gm6bkpv63b9/akyTpVZmelR7hX+35NvTTz5qXQ1f6reW6aWiMXreaAtPm1tB5Oev8tEsqoK7mnPKp/56AFah/z7bsO2fVVB6zz4lnGvunH1ofvQfqjRs3RocOHWp/nab9WYHSe6Dm74YWUPuF2OPHj0cbN24sayKwGgK9f2TaSKS1xJ/Oy7x+2kq/9Kk8ffr0r43SekF2/OZBDQFRVBSYNS8Ta+ZWHonOY6oZkz1Q++eZtwI1K1w+ffrUVkYbBIYKfPz4sbWLSM/T7LI7vjo0vSZznOsbOvbv7N4Ddd6FVVZDp1D16NGjX6Fk5WpWEubcwCAwTyC9dTMv85RHigK9eJrfGTovZxVQx//dN2/etEdWJ+e07BCYJjBvXvZek5l3/amkfGenD2pubq7HdZOsEJgmMG9uLZqX4+eck9dN4/+WAqq5R2B9BRRQ19fzf/Fu6Yn28uXLtknE+M6l6SOVVaJZmbd58+a24iQro3JQzn/Z7TcjPVrSGy19JvN4wa5du36tLn3w4MFo7969owMHDrQNqdKXKu+Z1xkE5gnkUbxbt2611SSnTp369dL088uF+6J5+ePHj9HPnz9H6Xea1Sh5TLWfCN+5c6ftTp3V0JnbKRC8fv269anMTr8GgVkCi+ZlVlfloit/Zp6m0JRde3PjKWPevMzP+w7nfcdzmSAwRODDhw/tcf3c6Myfve1D5mCOmW/fvh1dunSpbSp18ODBdsx79uxZe+okr82xMnMz8zR/poif7+r8LLubZzPInCukP3o2qMoTAVl9mu99g8AsgWxaku/fzK9r166NNm3a1F6aldE7d+5cOC9TTMg5Zo6peew/q6Dzu/3mQG4EbN26td0cyNzNXB+/uS8zBKYJLJqX+XmucXL+mc32ssAkC02ysWO+z9d63SQrBGYJzJtb6Uc+b14uOj+d9z0vIwQILC+ggLq83f/2N3NXNZtCTI6+424eb86jV/01R44caRdXvRiVR1ZzwdVHeqRl58qMrGhND9Q+UpTNzpY5ATEIzBPIHdJc4E+O9EzLKoBF8/LixYtth97xkaLW7t27RzkJyaOs6aGWkaJpLr5SWDAIrGVepp9a2kNkNWBGekmnWJU/M+bNy/z8woULrSdb3y1dNggMEUiBKfNscmQ1aoqmKUTdvHmzFUMzUoDKd/Hhw4fb/6fXbgpU4yMbR509e7b97u3bt0dPnjwZff/+vfVBPXnyZLs5oBXPkOys7mv6SudJgX6euGhe5jialhTjo8/p/F2KW3kiKvM5vVCzwc+GDRtWF9wnHySwaF7mTZ4+fdqOnX2cO3euPWGSsdbrpkFBetFKCiyaW/Pm5aLrpnnf8yuJ7UMTWCcBBdR1gvwX3yYnHGmg3lcQDP2MueDKTuf5vfFHt4b+vtcRmCew7LzMe+YRrhSrduzYYaMe02xdBbLiPoX6bdu2rev7ejMCaxHI9/GXL1+WPuZlM0jHy7VkwO9OE1h2Xn79+nWUPpbmpHn1NwSyYi/HvO3bty+1wehazk//xufxnv+GwFrn5b+h4FMQqCOggFonFyIhQIAAAQIECBAgQIAAAQIECBAgQKCYgAJqsYQIhwABAgQIECBAgAABAgQIECBAgACBOgIKqHVyIRICBAgQIECAAAECBAgQIECAAAECBIoJKKAWS4hwCBAgQIAAAQIECBAgQIAAAQIECBCoI6CAWicXIiFAgAABAgQIECBAgAABAgQIECBAoJiAAmqxhAiHAAECBAgQIECAAAECBAgQIECAAIE6AgqodXIhEgIECBAgQIAAAQIECBAgQIAAAQIEigkooBZLiHAIECBAgAABAgQIECBAgAABAgQIEKgjoIBaJxciIUCAAAECBAgQIECAAAECBAgQIECgmIACarGECIcAAQIECBAgQIAAAQIECBAgQIAAgToCCqh1ciESAgQIECBAgAABAgQIECBAgAABAgSKCSigFkuIcAgQIECAAAECBAgQIECAAAECBAgQqCOggFonFyIhQIAAAQIECBAgQIAAAQIECBAgQKCYgAJqsYQIhwABAgQIECBAgAABAgQIECBAgACBOgIKqHVyIRICBAgQIECAAAECBAgQIECAAAECBIoJKKAWS4hwCBAgQIAAAQIECBAgQIAAAQIECBCoI6CAWicXIiFAgAABAgQIECBAgAABAgQIECBAoJiAAmqxhAiHAAECBAgQIECAAAECBAgQIECAAIE6AgqodXIhEgIECBAgQIAAAQIECBAgQIAAAQIEigkooBZLiHAIECBAgAABAgQIECBAgAABAgQIEKgjoIBaJxciIUCAAAECBAgQIECAAAECBAgQIECgmIACarGECIcAAQIECBAgQIAAAQIECBAgQIAAgToCCqh1ciESAgQIECBAgAABAgQIECBAgAABAgSKCSigFkuIcAgQIECAAAECBAgQIECAAAECBAgQqCOggFonFyIhQIAAAQIECBAgQIAAAQIECBAgQKCYgAJqsYQIhwABAgQIECBAgAABAgQIECBAgACBOgIKqHVyIRICBAgQIECAAAECBAgQIECAAAECBIoJKKAWS4hwCBAgQIAAAQIECBAgQIAAAQIECBCoI6CAWicXIiFAgAABAgQIECBAgAABAgQIECBAoJiAAmqxhAiHAAECBAgQIECAAAECBAgQIECAAIE6AgqodXIhEgIECBAgQIAAAQIECBAgQIAAAQIEigkooBZLiHAIECBAgAABAgQIECBAgAABAgQIEKgjoIBaJxciIUCAAAECBAgQIECAAAECBAgQIECgmIACarGECIcAAQIECBAgQIAAAQIECBAgQIAAgToCCqh1ciESAgQIECBAgAABAgQIECBAgAABAgSKCSigFkuIcAgQIECAAAECBAgQIECAAAECBAgQqCOggFonFyIhQIAAAQIECBAgQIAAAQIECBAgQKCYgAJqsYQIhwABAgQIECBAgAABAgQIECBAgACBOgIKqHVyIRICBAgQIECAAAECBAgQIECAAAECBIoJKKAWS4hwCBAgQIAAAQIECBAgQIAAAQIECBCoI6CAWicXIiFAgAABAgQIECBAgAABAgQIECBAoJiAAmqxhAiHAAECBAgQIECAAAECBAgQIECAAIE6AgqodXIhEgIECBAgQIAAAQIECBAgQIAAAQIEigkooBZLiHAIECBAgAABAgQIECBAgAABAgQIEKgjoIBaJxciIUCAAAECBAgQIECAAAECBAgQIECgmIACarGECIcAAQIECBAgQIAAAQIECBAgQIAAgToCCqh1ciESAgQIECBAgAABAgQIECBAgAABAgSKCSigFkuIcAgQIECAAAECBAgQIECAAAECBAgQqCOggFonFyIhQIAAAQIECBAgQIAAAQIECBAgQKCYgAJqsYQIhwABAgQIECBAgAABAgQIECBAgACBOgIKqHVyIRICBAgQIECAAAECBAgQIECAAAECBIoJKKAWS4hwCBAgQIAAAQIECBAgQIAAAQIECBCoI6CAWicXIiFAgAABAgQIECBAgAABAgQIECBAoJiAAmqxhAiHAAECBAgQIECAAAECBAgQIECAAIE6AgqodXIhEgIECBAgQIAAAQIECBAgQIAAAQIEigkooBZLiHAIECBAgAABAgQIECBAgAABAgQIEKgjoIBaJxciIUCAAAECBAgQIECAAAECBAgQIECgmIACarGECIcAAQIECBAgQIAAAQIECBAgQIAAgToCCqh1ciESAgQIECBAgAABAgQIECBAgAABAgSKCSigFkuIcAgQIECAAAECBAgQIECAAAECBAgQqCOggFonFyIhQIAAAQIECBAgQIAAAQIECBAgQKCYgAJqsYQIhwABAgQIECBAgAABAgQIECBAgACBOgIKqHVyIRICBAgQIECAAAECBAgQIECAAAECBIoJKKAWS4hwCBAgQIAAAQIECBAgQIAAAQIECBCoI6CAWicXIiFAgAABAgQIECBAgAABAgQIECBAoJiAAmqxhAiHAAECBAgQIECAAAECBAgQIECAAIE6Av8B9B9gHPlhD5MAAAAASUVORK5CYII="
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.activity.getRepoActivity({\n",
    "    labelIntersect: [':companies/coss', ':regions/China'],\n",
    "    startYear: 2015,\n",
    "    endYear: 2021,\n",
    "    startMonth: 1,\n",
    "    endMonth: 12,\n",
    "    groupTimeRange: 'year',\n",
    "    groupBy: 'Company',\n",
    "    limit: -1,\n",
    "    order: 'DESC',\n",
    "}).then(data => {\n",
    "    openDigger.render.plotly(data.map(row => {\n",
    "        return {\n",
    "            x: [2015, 2016, 2017, 2018, 2019, 2020, 2021],\n",
    "            y: row.activity,\n",
    "            name: row.name\n",
    "        };\n",
    "    }), {title: 'Chinese COSS activity 2015-2021'});\n",
    "});"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14cd690a-9140-465f-805e-2668c9700ba3",
   "metadata": {},
   "source": [
    "## OpenRank for Chinese COSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f82075ec-d60d-473d-8be9-268486d5992f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "PingCAP",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          135.77,
          755.36,
          1930.68,
          3586.41,
          6212.87,
          8072.21,
          9348.61
         ]
        },
        {
         "name": "EMQ",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          205.78,
          463.07,
          778.43,
          1080.59,
          1515.8,
          1662.75,
          2374.54
         ]
        },
        {
         "name": "SphereEx",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          0,
          116.03,
          211.2,
          599.38,
          1102.82,
          2029.71,
          2328.87
         ]
        },
        {
         "name": "StreamNative",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          0,
          45.14,
          223.81,
          719.81,
          1321,
          1613.2,
          2246.38
         ]
        },
        {
         "name": "TAOS Data",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          0,
          0,
          0,
          0,
          491.42,
          1203.04,
          1698.25
         ]
        },
        {
         "name": "Zilliz",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          0,
          0,
          0,
          0,
          109.3,
          980.16,
          1605.39
         ]
        },
        {
         "name": "Jina AI",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          0,
          0,
          0,
          45.97,
          294.01,
          543.31,
          1534.93
         ]
        },
        {
         "name": "Vesoft",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          0,
          0,
          0,
          0,
          202.83,
          784.76,
          1398.65
         ]
        },
        {
         "name": "API7",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
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        "title": {
         "text": "Chinese COSS OpenRank 2015-2021"
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"
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelIntersect: [':companies/coss', ':regions/China'],\n",
    "    startYear: 2015,\n",
    "    endYear: 2021,\n",
    "    startMonth: 1,\n",
    "    endMonth: 12,\n",
    "    groupTimeRange: 'year',\n",
    "    groupBy: 'Company',\n",
    "    limit: -1,\n",
    "    order: 'DESC',\n",
    "}).then(data => {\n",
    "    openDigger.render.plotly(data.map(row => {\n",
    "        return {\n",
    "            x: [2015, 2016, 2017, 2018, 2019, 2020, 2021],\n",
    "            y: row.openrank,\n",
    "            name: row.name\n",
    "        };\n",
    "    }), {title: 'Chinese COSS OpenRank 2015-2021'});\n",
    "});"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d82b02e-6f13-4030-bb8e-7147f470b5ef",
   "metadata": {},
   "source": [
    "## OpenRank growth for global COSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "913afaa1-d12a-411c-8d69-1a86c1b2598d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "openrank",
         "x": [
          2015,
          2016,
          2017,
          2018,
          2019,
          2020,
          2021
         ],
         "y": [
          1820.2200000000003,
          4871.04,
          7182.720000000001,
          9979.269999999999,
          17751.19,
          25299.530000000006,
          33093.119999999995
         ]
        }
       ],
       "layout": {
        "autosize": true,
        "title": {
         "text": "Chinese COSS OpenRank growth 2015-2021"
        },
        "xaxis": {
         "autorange": true,
         "range": [
          2014.6433566433566,
          2021.3566433566434
         ],
         "type": "linear"
        },
        "yaxis": {
         "autorange": true,
         "range": [
          -760.5533009708729,
          35673.89330097087
         ],
         "type": "linear"
        }
       }
      },
      "image/png": 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"
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelIntersect: [':companies/coss', ':regions/China'],\n",
    "    startYear: 2015,\n",
    "    endYear: 2021,\n",
    "    startMonth: 1,\n",
    "    endMonth: 12,\n",
    "    groupTimeRange: 'year',\n",
    "    groupBy: 'Company',\n",
    "    limit: -1\n",
    "}).then(data => {\n",
    "    var x = [2015, 2016, 2017, 2018, 2019, 2020, 2021];\n",
    "    var y = [];\n",
    "    for (var i = 0; i < x.length; i++) {\n",
    "        var openrank = 0;\n",
    "        data.forEach(row => openrank += row.openrank[i] ?? 0);\n",
    "        y.push(openrank);\n",
    "    }\n",
    "    openDigger.render.plotly([{\n",
    "        x,\n",
    "        y,\n",
    "        name: 'openrank'\n",
    "    }], {title: 'Chinese COSS OpenRank growth 2015-2021'});\n",
    "});"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c53b55c6-887e-4fdf-bb68-63f5a4872cbb",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "JavaScript (Node.js)",
   "language": "javascript",
   "name": "javascript"
  },
  "language_info": {
   "file_extension": ".js",
   "mimetype": "application/javascript",
   "name": "javascript",
   "version": "16.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
